Not Aliens..! Not Crop Circles..! It's the Mastery Of 10,000 Year Old Tamils Civilisation in Water Management and Hydrology and Permaculture

Not Aliens..! Not Crop Circles..!

It's the Mastery Of 10,000 Years Old Tamils Civilisation in

Water Management and Hydrology and Permaculture.

TERRA-FORMATION OF TAMILNADU

Etymology proves Why Tamizh is the First and the Best

Etymology proves Why Tamizh is the First and the Best

A day will come when one rice is taken dug from our Ancestor's Pot will put Tamil way behind Indus Valley and world realises everything comes from South. Long Live Mother Tamil.

Life Orginates from Equator. Kumari Kandam, no Where else. It's Indian Subcontinent.

Some similar origin Tamil words are in English.

1)PATH - PADHAI

2)KILL-KOLL

3)NAVY-NAVAI

4)SUDDEN-UDAN

5)CULTURE - KALACHARAM

6)SPONGE - PANJU

7)ATTACK - THAKKU

8)KERF - KARUVI

9)VERSE - VARISAI

10)LABOUR - ULAVAR

11)GREEN - KEERAI

12)EVIL - AEVAL

13)PADDY - PAATHTHI

14)VIA - VAZHIYE

15)COOL - KULIR

16)PASTE - PASAI

17)BOTTLE - PUTTIL

18)CASH - KAASU

19)SPEECH - PECHU

20)INN - ILL

21)TOWEL - THUVATTAL

22)BED - PADU

23)PUT - PODU

24)CATAMARAN - KATUMARAM

25)BUSH - PUL

26)WAY - VAZHI

27)CORN - KURUNAI

28)WIDE - VIDIYA

29)TOWEL - THUVAI

30)FADE - VAADU

31)PLUS - PALA

32)PLURAL - PAL

33)POLY - PALVERU

34)BIRTH - PIRATHAL

35)ROUND - URUNDAI

36)SQUARE - SADHURAM

37)MANGO - MANGA

38)GAUVA - KOYYA

39)ONE - ONDRU

40)EIGHT - ETTU

41)VICTORY - VETTRI

42)WIN - VEL

43)WAGON - VAAKANAM

44)ELACHI - ELLAKI

45)COIR - KAYIRU

46)EVE - AVVAI

47)CALENDAR - KALANDHARAM

48)TERRA - THARAI

49)METRE - MAATHIRAI

50)NAME - NAAMAM

51)VOMIT - OMATTU

52)SCRIPT - KURIPPU

53)SPEED - PEEDU

54)SNAKE - NAAKAM

55)MAKE - AAKKAM

56)LEMON - ILAMANJALKAI

57)ROLL - URUL

58)ORATE - URAI

59)KNOWLEDGE - GNAANAM

60)GINGER - INJI

61)MOLECULE - MOOLAKKOORU

62)PRIZE - PARISU

63)OTHER - ITHARA

64)TELE - THOLAI

65)TEAK - THAEKKU

66)RICE - ARISI

67)AQUA - AKKAM

68)VANAM - VIDAM

69)MEGA - MIKA

70)ACCEPT - ISAIPPADU

71)MATURE - MUTHIR

72)GOAT - KADAA

73)PAIN - PINI

74)YARN - GNYAAN

75)TORQUE - THIRUGI

76)LEVEL - ALAVU

77)MAD - MADAMAI

78)SURROUND - SUTTRAM

79)GOD - KADAVUL

80)CAPTURE - KAIPPATRU

81)WANT - VENDI

82)PLOUGH - UZHAVU

83)ADAMANT - ADAM

84)FAULT - PAZHUTHU

85)SHRINK - SURUNGU

86)VILLA - ILLAM

87)COT - KATTIL

88)NERVE - NARAMBU

89)GRAIN - KURUNAI

90)BUTTON - POTHAAN

91)ANICUT - ANAIKATTU

92)ANACONDA - AANAIKONDRAN

93)CANDY - KANDU

94)CORUNDAM - KURUNDHAM

95)COPRA - KOPPURAI

96)MULLIGATAWNY - MELAGUTHANI

97)CONGEE - KANJE

98)PATCHOULI - PATCHILLAI

99)MORINGA - MURUNGAI

100)PANDAL - PANDHAL

101)VETIVER - VETIVER

102)CULVERT - KALVETTU

103)COOLIE - KOOLI

104) PAGODA - PAGAVADI

105)CURRY - CURRY

106)CHETTAH - CHIRATHAI

107)CHEROOT - SURUTU

108)PETTY - PETTI

109)VEIN - VEEN

110)WELCOME - VANNAKAM

111)CLAY - KALI

112)CRY - KARAI

113)BLARE - PILIRU

114)JACK FRUIT - SAKKAI PALAM

115)MEGA - MIGA

116)CULPRIT - KALLAM

117)BETROTHAL - PETROR OTHAL

https://youtu.be/cAeLh-seSK8

Some similar tamil and korean words and their meanings:

Naal - Day 

Naan - me

Nee - you

Ulla va - come inside 

Pul  - grass

Paampu (bam) - snake 

Vaa - come

Amma - mother 

Appa - Father

Aariro(ஆராரோ)Thalatu - Lullaby for baby (Similar to Aarirang song in Korean)

Akkachi  - elder sister (southern slang)

Ammani - Calling a girl with respect (coimbatore slang) like ommoni in korean 

Aiyo  - Aigu 

Sandai - Fight 

Yean - why

Anni - sister in law

Athae  - that's it (or ) yes in tamil

Thae or dhae is yes in korean I guess...

Arivom  -  To know (similar to aaro in korean)

Ingu - here,

Ithu - This (in korean igu means this )

Aay - child (in olden tamil

Eg : Most of tamil goddesses have 'aay' in ending like Maariaayi (goddess of rain))

Pun - sore /wound 

Kattayam - must do 

Manam  - Mind (mauem)

Pal - teeth (ippal)

In tamil we cry like "appa" when got a wound or feel a pain

Konjam konjam - a little  (like joguem joguem in korean)

Tamil has more connections with other languages also like Japan and tamil has similarities with grammar,similar with cameroonian and Australian aboriginal language, Mayan language, English has many etymological backgrounds with tamil...

Eg : 

Pyramid - பெரும் இடு (big graveyard)

Anaconda  - ஆனை கொன்றான் (elephant killer)

Candy - கண்டு (கற்கண்டு)

Molecule - மூலக்கூறு 

Button - பொத்தான்  (பொத்தி வைப்பதால்)

Kanyakumari is once called as Ayuta Which is a district Of Tamil Nadu, located Southern most end of India .which was once ruled by a king under Pandiya daynasity who were the strongest rulers of Tamil Nadu and spreaded all over the world as well, The ruler who roled Kanyakumari under Pandiya dynasty Married her daughter Princess of Kanyakumari to the Prince from Korea, There are still some historical witness that a princess from Ayuta has a brown skin tone and came by a ship flagged with a fish emblem on it (which was the symbol of Pandiyas) and packed with wealth and golds and servents to serve on the way, Still now some Hindu gods are worshipped by Peoples of Korea... thought the title was with the other people officially At least I'm happy still some Tamil family and Korean relatives Still recognise the bonding.

Unlike Samaskritham Tamil goes Deeper for Bharatham. 

பார் (Earth) 🌎 + அகம் (Home) 🏠

1. "Iyalbu Punarchil" (Natural Union of body and Soul) - பாரகம் (ர் + அ = ர) 

2. "Mun Nindra Mei Thirithal" (Penultimate body changes) - (ka changes to tha) - க > த. = பாரதம்

This is the Beauty of Tamil Grammar. It gives how all Vowels(Soul) and Consonants(body) are born to become words. We have many many rules like this for just building words. 💕

When northen people pronounce Bharatham as Bharath thats how it feels. 

Come on. Open your mouth and tell clearly... 

Bharatham Not -Bharat-

Sangeetham Not  -Sangeeth-

Samaskritham Not  -Sanskrit-

Sanathanam Not -Sanathan-

Dharmam Not -Dharm-

Karmam Not -Karma-

Kamam Not -Kama-

Dhanam Not -Dhan-

Daanam Not -Daan-

It's duty of mummy and daddy to teach proper pronounce to kids. Since Tamil is Grandma 👵 for the World I take pride in Correcting you all. Next time we go with City Names and more interesting words 😊

https://youtu.be/GqbLovThG0I?si=C1KmUS58gcFsSwmA

Perfectness of grammar, depth in it's literature and the amazing formation of words and sentences, amazing levels of expressiveness and availability of native word for everything, it can be safely concluded, that tamil should be atleast 50 thousand years old. I mean a language with such richness can't evolve in less than 10, 000 years. So tamil is the clear winner.

💕☢💀♈ This is Why Tamils are Legends?  Read the below  debates by Poetess Avvaiyar and Poet Idaikadar. Look how much Advanced they are? 

-கடுகைத் துளைத் தேழ்கடலைப் புகட்டி

குறுகத் தறித்த குறள். இடைக்காடர்-

அணுவை துளைத் தேழ்கடலைப் புகட்டி

குறுகத் தறித்த குறள். ஔவையார்

Every work of you see is from Tamil Sangam II and Tamil Sangam III period. Tamil Sangam I work were lost in KumariKandam. TSP-I, It happened until the Great Reset flood happended and Todays Madurai was found from Ay Kingdom destruction under water. Only pandiyas have records of great flood, great reset and destruction of AY Kingdom. Ravanan was also from AY Kingdom Ancestry. TSP-I will match with the Floods described in Bible, Quran, Zoratarian, Hindus, Buddhists, Sumer, Egyptian, Mayan, GGreek, Roman, Nordic, ncan, and many other cultures. Example: Korkai, Muziris, Kumarikandam, Lemuria, Atlantis, Dwaraka, Kaveripoompatinam, and much more water cities. 

Anciet TSP-I has one continent with 49 states (7statesx7countries) and one 7 states of them are under one country EluMalaiNadu which means 7 mountain states. Which is modern day Maldives and Lakshadeep after Kumarikandam Sank. 

Time will uncover all these history of Tamil. I wish god to make me witness before die. 

Long live Tamil Thai 💕☢♈💀

Multiple Faces of Hydrogen-Peroxide H2O2

 Hydrogen peroxide (H₂O₂) is a common household disinfectant and bleaching agent, but it also has some unusual and lesser-known properties:

1. Rocket Propellant: H₂O₂ can be used as a rocket propellant. In high concentrations (above 70%), hydrogen peroxide can act as a monopropellant, decomposing into water and oxygen, releasing a large amount of heat. This makes it a powerful oxidizer and fuel for spacecraft.

2. "Fangs of Death" in Nature: Some species of bombardier beetles use H₂O₂ as part of their defense mechanism. When threatened, the beetle mixes hydrogen peroxide with hydroquinone and enzymes in a special chamber. The resulting reaction creates an explosive, boiling-hot jet of chemical spray that can reach up to 100°C, deterring predators.

3. Bleeding Underwater: In the deep ocean, certain bacteria can metabolize hydrogen peroxide naturally. They convert it into oxygen, which they then use for respiration. This bizarre ability to "breathe" hydrogen peroxide helps them survive in environments with low oxygen levels, such as hydrothermal vents.

4. It Glows: Hydrogen peroxide is a key component in chemiluminescence, the process that causes things like glow sticks to light up. When mixed with certain chemicals like luminol or peroxides, the release of oxygen from H₂O₂ creates an eerie glow, often used in forensics to detect blood stains.

5. Sensitive to Light: Hydrogen peroxide is highly unstable when exposed to light, which is why it's typically stored in dark, opaque containers. In light, it breaks down into water and oxygen, rendering it ineffective over time. This photoreactivity is why even diluted solutions can "fizz" and bubble when exposed to light.

6. Elephant Toothpaste Experiment: When hydrogen peroxide is mixed with dish soap and potassium iodide (or yeast), it creates a rapid, foamy eruption, often used in science demonstrations known as the "elephant toothpaste" experiment. The reaction rapidly decomposes H₂O₂, releasing oxygen and creating huge amounts of foam.

Here are 100 reactions that hydrogen peroxide (H₂O₂) can have with common everyday chemicals showing the multiple faces it has:

1-10: Household Cleaners

1. H₂O₂ + Baking Soda: Forms a cleaning paste for stains.
2. H₂O₂ + Vinegar: Produces peracetic acid, a potent disinfectant (use caution).
3. H₂O₂ + Dish Soap: Produces bubbles for cleaning.
4. H₂O₂ + Bleach: Forms oxygen gas and can release harmful chlorine gas (dangerous).
5. H₂O₂ + Ammonia: Potentially hazardous; forms oxygen and nitrogen compounds.
6. H₂O₂ + Water: Dilution for safe use.
7. H₂O₂ + Lemon Juice: Enhances stain removal and acts as a mild bleach.
8. H₂O₂ + Alcohol: Can be used as a disinfectant.
9. H₂O₂ + Salt: Used in teeth whitening mixtures.
10. H₂O₂ + Laundry Detergent: Helps remove tough stains.

11-20: Kitchen Substances

11. H₂O₂ + Olive Oil: Emulsifies for skin treatment.
12. H₂O₂ + Cornstarch: Forms a cleaning paste.
13. H₂O₂ + Egg White: Denatures proteins.
14. H₂O₂ + Milk: Used in the bleaching of dairy products.
15. H₂O₂ + Sugar: Can create foam and oxygen gas.
16. H₂O₂ + Coffee: Mildly degrades color (acts as a weak bleach).
17. H₂O₂ + Vinegar + Salt: Disinfects and cleans vegetables.
18. H₂O₂ + Tea: Lightens tea stains.
19. H₂O₂ + Tonic Water: Causes mild bleaching effect.
20. H₂O₂ + Cocoa Powder: Mildly oxidizes, creating color change.

21-30: Bathroom Items

21. H₂O₂ + Toothpaste: Enhances whitening effect.
22. H₂O₂ + Mouthwash: Boosts antiseptic properties.
23. H₂O₂ + Shampoo: Lightens hair (over time).
24. H₂O₂ + Conditioner: Can break down keratin bonds.
25. H₂O₂ + Epsom Salt: Used in foot soaks for disinfection.
26. H₂O₂ + Deodorant: Breaks down sweat stains.
27. H₂O₂ + Hair Gel: Causes chemical lightening of hair.
28. H₂O₂ + Nail Polish Remover: Reacts to break down colors.
29. H₂O₂ + Soap: Can increase cleaning power.
30. H₂O₂ + Razor Blade: Disinfects and cleans rust.

31-40: Organic Materials

31. H₂O₂ + Blood: Produces oxygen gas, foams due to the breakdown of hemoglobin.
32. H₂O₂ + Grass Stains: Lightens stains through oxidation.
33. H₂O₂ + Meat: Breaks down proteins and fats.
34. H₂O₂ + Sweat: Deodorizes and lightens fabric stains.
35. H₂O₂ + Wood: Lightens or bleaches the surface.
36. H₂O₂ + Paper: Causes bleaching and deterioration.
37. H₂O₂ + Skin: Lightens pigmentation and disinfects.
38. H₂O₂ + Hair: Oxidizes melanin, lightening the color.
39. H₂O₂ + Dead Leaves: Breaks down cellulose.
40. H₂O₂ + Fruit Juice: Reacts with sugars and enzymes, often bleaching color.

41-50: Miscellaneous Household Items

41. H₂O₂ + Charcoal: Oxidizes to release oxygen gas.
42. H₂O₂ + Rust: Converts iron oxide into iron hydroxide, reducing rust.
43. H₂O₂ + Aluminum Foil: Reacts slowly, releasing hydrogen gas.
44. H₂O₂ + Silver: Cleans and shines silver items.
45. H₂O₂ + Gold: Typically no reaction; gold is inert.
46. H₂O₂ + Copper: Causes oxidation, resulting in a green patina.
47. H₂O₂ + Steel Wool: Produces rust quickly due to rapid oxidation.
48. H₂O₂ + Cotton: Bleaches fabric.
49. H₂O₂ + Polyester: Causes mild discoloration over time.
50. H₂O₂ + Rubber: Can cause the breakdown of rubber material over time.

51-60: Common Medications

51. H₂O₂ + Aspirin: Used to make a paste for skin treatments.
52. H₂O₂ + Acetaminophen: No significant reaction.
53. H₂O₂ + Ibuprofen: Slowly breaks down in the presence of H₂O₂.
54. H₂O₂ + Antacids: Produces oxygen gas (foaming).
55. H₂O₂ + Vitamin C: Acts as a reducing agent, decomposing H₂O₂.
56. H₂O₂ + Baking Powder: Fizzes due to the production of CO₂ and oxygen.
57. H₂O₂ + Hydrogen Peroxide Creams: Enhances disinfectant properties.
58. H₂O₂ + Iodine: Produces oxygen gas and water.
59. H₂O₂ + Rubbing Alcohol: Used as a disinfectant mixture.
60. H₂O₂ + Antibiotic Ointment: Enhances wound disinfection.

61-70: Personal Care Products

61. H₂O₂ + Sunscreen: Degrades the active ingredients.
62. H₂O₂ + Perfume: Reacts with alcohol, causing loss of fragrance.
63. H₂O₂ + Hand Lotion: Causes the breakdown of oils.
64. H₂O₂ + Moisturizer: Degrades emollient properties.
65. H₂O₂ + Makeup: Breaks down pigments, causing discoloration.
66. H₂O₂ + Shaving Cream: Boosts lather and disinfection.
67. H₂O₂ + Cologne: Reacts with alcohol, reducing fragrance.
68. H₂O₂ + Lip Balm: Can degrade waxy materials.
69. H₂O₂ + Hair Dye: Causes rapid oxidation, lightening color.
70. H₂O₂ + Nail Polish: Fades color over time.

71-80: Outdoor Substances

71. H₂O₂ + Mud: Lightens dirt stains on fabrics.
72. H₂O₂ + Tree Sap: Can break down sap on surfaces.
73. H₂O₂ + Bird Droppings: Disinfects and removes stains.
74. H₂O₂ + Pollen: Removes yellow pollen stains from fabrics.
75. H₂O₂ + Rainwater: Dilutes into a weaker concentration.
76. H₂O₂ + Snow/Ice: No significant reaction, aside from melting.
77. H₂O₂ + Sand: Lightens the appearance of wet sand.
78. H₂O₂ + Insect Remains: Cleans and disinfects surfaces.
79. H₂O₂ + Dead Plants: Speeds up decomposition.
80. H₂O₂ + Fertilizer: Potential to oxidize certain nitrogen compounds.

81-90: Food and Beverages

81. H₂O₂ + Soda: Fizzes and releases oxygen.
82. H₂O₂ + Wine: Lightens the color of red wine stains.
83. H₂O₂ + Beer: Fizzes and may cause discoloration.
84. H₂O₂ + Whiskey: Causes color and flavor degradation.
85. H₂O₂ + Bread: Can act as a bleaching agent.
86. H₂O₂ + Cake Batter: Breaks down certain fats.
87. H₂O₂ + Cheese: Can lighten and sterilize surface mold.
88. H₂O₂ + Butter: Breaks down fats and proteins.
89. H₂O₂ + Peanut Butter: Causes oxidation and breaks down oils.
90. H₂O₂ + Jam/Jelly: Lightens color and breaks down sugars.

91-100: Miscellaneous Substances

91. H₂O₂ + Fabric Dye: Lightens or removes color.
92. H₂O₂ + Chalk: Causes erosion and bubbling.
93. H₂O₂ + Leather: Bleaches and weakens material.
94. H₂O₂ + Ink: Lightens or removes ink stains.
95. H₂O₂ + Paint: Degrades certain paints over time.
96. H₂O₂ + Glue: Weakens adhesive properties.
97. H₂O₂ + Crayon: Fades color and weakens wax.
98. H₂O₂ + Rubber Bands: Causes breakdown of elasticity.
99. H₂O₂ + Velcro: Degrades stickiness over time.
100. H₂O₂ + Plastic: Lightens certain plastics but can also cause brittleness.

These reactions showcase the versatility of hydrogen peroxide when interacting with everyday materials. However, caution is always advised, as some combinations can produce harmful or toxic byproducts.

India Global Happiness Index 2023

 

Our big population , colourful dresses, luxurious food, free internet, freedom of speech and endless movies tells more on how happy we are, Western Losers

Global Peace and Inner Peace from Rough Math Calculations

 

PISCES ECLIPSE OF RETALIATION

 

Stay Home. So Energetic Solar Eclipse Tomorrow at Pisces::💫

My prediction: FOREIGN INVASIONS,😈 JUSTICE WINS,🤩 BILATERAL TALKS FAILS. 🫣

PISCES ECLIPSE OF RETALIATION

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94. InsightfulAI - Paid - AI-powered business insights

95. MindCraft - Paid - Mindfulness and meditation app

96. CognoBot - Paid - Cognitive computing assistant

97. AIpro - Paid - AI project management tool

98. DataDynamo - Paid - Dynamic data analysis tool

99. IntelliGen - Paid - Intelligent data generation

100. ThinkSmart - Paid - Smart decision-making assistant

List of 100 FREE AI tools and Platforms other than CHAT GPT

1. OpenAI GPT-3 Playground - Free - Natural language processing and generation

2. TensorFlow Playground - Free - Deep learning experimentation

3. Scikit-learn - Free - Machine learning algorithms and tools

4. Keras - Free - Neural network library

5. PyTorch - Free - Deep learning framework

6. Google Colab - Free - Cloud-based Jupyter notebook environment

7. Apache Mahout - Free - Scalable machine learning algorithms

8. IBM Watson Studio - Free - AI model development and deployment

9. Microsoft Azure Machine Learning Studio - Free - Cloud-based machine learning platform

10. RapidMiner - Free - Data science platform for analytics, modeling, and visualization

11. H2O.ai - Free - Open-source machine learning platform

12. Weka - Free - Data mining and machine learning software

13. Orange - Free - Data visualization and analysis tool

14. Dlib - Free - Machine learning toolkit

15. Apache MXNet - Free - Deep learning framework

16. Caffe - Free - Deep learning framework

17. Theano - Free - Deep learning library

18. Accord.NET - Free - Machine learning framework

19. MLflow - Free - Open-source platform for managing the end-to-end machine learning lifecycle

20. Ludwig - Free - Deep learning model development platform

21. DataRobot - Free - Automated machine learning platform

22. Microsoft Cognitive Toolkit (CNTK) - Free - Deep learning framework

23. SpaCy - Free - Natural language processing library

24. TensorFlow.js - Free - Machine learning library for JavaScript

25. AllenNLP - Free - Natural language processing library

26. FastAI - Free - Deep learning library

27. Gensim - Free - Topic modeling and document similarity analysis

28. Kaldi - Free - Speech recognition toolkit

29. NLTK - Free - Natural language processing library

30. Rasa - Free - Open-source conversational AI platform

31. Apache OpenNLP - Free - Natural language processing toolkit

32. Prophet - Free - Time series forecasting tool

33. AllenAI - Free - AI research and development tools

34. RStudio - Free - Integrated development environment for R programming

35. Jupyter - Free - Interactive computing environment

36. Anaconda - Free - Python distribution for data science and machine learning

37. Pandas - Free - Data manipulation and analysis library

38. NumPy - Free - Numerical computing library for Python

39. Matplotlib - Free - Data visualization library

40. Seaborn - Free - Statistical data visualization library

41. Plotly - Free - Interactive data visualization library

42. Bokeh - Free - Interactive data visualization library

43. Scrapy - Free - Web crawling and scraping framework

44. TensorFlow Lite - Free - Machine learning framework for mobile and embedded devices

45. ONNX - Free - Open Neural Network Exchange format for interoperability between deep learning frameworks

46. DeepAI - Free - Online AI models and APIs

47. AIMultiple - Free - AI research and analysis platform

48. ModelDepot - Free - Repository of pre-trained machine learning models

49. DVC - Free - Version control system for data science projects

50. Comet.ml - Free - Machine learning experiment tracking platform

51. Apache Singa - Free - Deep learning platform

52. Apache Flink - Free - Stream processing framework with ML capabilities

53. Apache Spark MLlib - Free - Machine learning library for Apache Spark

54. CNTK - Free - Computational Network Toolkit for deep learning

55. Dask-ML - Free - Scalable machine learning library for parallel computing

56. JupyterLab - Free - Interactive development environment for Jupyter notebooks

57. AWS Deep Learning AMIs - Free - Amazon Machine Images with deep learning frameworks pre-installed

58. GPT-3 Explorer - Free - Online tool for exploring GPT-3 capabilities

59. ImageAI - Free - Python library for image recognition tasks

60. TensorFlow Hub - Free - Repository of reusable machine learning modules

61. Model Zoo - Free - Collection of pre-trained models for various tasks

62. ONNX.js - Free - JavaScript library for running ONNX models in the browser

63. ML.NET - Free - Machine learning framework for .NET developers

64. Seldon Core - Free - Machine learning deployment framework for Kubernetes

65. Ludwig - Free - Deep learning model development platform

66. MLflow - Free - Open-source platform for managing the end-to-end machine learning lifecycle

67. BigDL - Free - Distributed deep learning library for Apache Spark

68. DeepDetect - Free - Open-source deep learning server and API

69. AI Fairness 360 - Free - Toolkit for detecting and mitigating biases in machine learning models

70. BERT-as-a-service - Free - Online service for using BERT models for NLP tasks

71. ParlAI - Free - Framework for training and evaluating dialogue AI models

72. AllenNLP - Free - Natural language processing library

73. GloVe - Free - Global Vectors for Word Representation pre-trained word vectors

74. OpenNMT - Free - Open-source neural machine translation system

75. Fairseq - Free - Facebook's sequence-to-sequence modeling toolkit

76. Hugging Face Transformers - Free - Library for natural language understanding using transformer models

77. TorchServe - Free - Model serving library for PyTorch models

78. Polyaxon - Free - Open-source platform for building, training, and deploying machine learning models

79. Clipper - Free - Model deployment and serving system for machine learning

80. Prophet - Free - Time series forecasting tool

81. Luminoth - Free - Computer vision toolkit based on TensorFlow

82. AutoKeras - Free - Automated machine learning library

83. Determined AI - Free - Deep learning training platform

84. Spell - Free - Platform for training and deploying machine learning models

85. Ray - Free - Distributed computing framework for reinforcement learning and hyperparameter tuning

86. MLflow - Free - Open-source platform for managing the end-to-end machine learning lifecycle

87. DataRobot Community - Free - Automated machine learning platform

88. Optuna - Free - Hyperparameter optimization framework

89. Ludwig - Free - Deep learning model development platform

90. Weights & Biases - Free - Experiment tracking and visualization platform for machine learning

91. UMAP - Free - Uniform Manifold Approximation and Projection for dimensionality reduction

92. Scikit-optimize - Free - Bayesian optimization library

93. Prophet - Free - Time series forecasting tool

94. Ludwig - Free - Deep learning model development platform

95. Prophet - Free - Time series forecasting tool

96. OpenAI Gym - Free - Toolkit for developing and comparing reinforcement learning algorithms

97. RLlib - Free - Reinforcement learning library for scalable reinforcement learning

98. Baselines - Free - Reinforcement learning baselines for OpenAI Gym

99. Dopamine - Free - Framework for fast prototyping of reinforcement learning algorithms

100. ParlAI - Free - Framework for training and evaluating dialogue AI models

Indian Reunification 2070 Begins

Indian Reunification 2070 Begins: ' வடவேங்கடம் தென்குமரி ஆயிடைத் தமிழ்கூறு நல்லுலகம் ' - பனம்பாரனார், தொல்காப்பியம், அகண்டபாரதம், 600 BC. #Bharatham = #India + #Sindhu + #Balochistan + #Punjab + #Ceylon + #Angadesh + #Kandhar + #Tsang + #Burma #Greater_India #Ahanda_Bharatham

The World is shifting East !

 Everyone Laughed at me,

When I said this 7 Years ago..🤣