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Machine learning

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Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

Here are 272,933 public repositories matching this topic...

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tensorflow / tensorflow

Star 202k

An Open Source Machine Learning Framework for Everyone

python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml distributed
  • Updated Nov 12, 2026
  • C++
prompts.chat

f / prompts.chat

Sponsor
Star 177k

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

open-source machine-learning typescript ai nextjs artificial-intelligence gemini openai awesome-list gpt prompts claude gpt-4 llm prompt-engineering chatgpt chatgpt-prompts prompts-chat
  • Updated Nov 12, 2026
  • MDX
transformers

huggingface / transformers

Star 169k

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek
  • Updated Nov 12, 2026
  • Python
LLMs-from-scratch

rasbt / LLMs-from-scratch

Star 108k

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

python machine-learning natural-language-processing ai deep-learning tokenizer transformers pytorch artificial-intelligence gpt language-model attention-mechanism from-scratch finetuning pretraining large-language-models llm generative-ai instruction-tuning
  • Updated Nov 9, 2026
  • Jupyter Notebook

pytorch / pytorch

Star 105k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

python machine-learning deep-learning neural-network gpu numpy autograd tensor
  • Updated Nov 12, 2026
  • Python
ML-For-Beginners

microsoft / ML-For-Beginners

Star 92.1k

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

python education data-science machine-learning r scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python microsoft-for-beginners
  • Updated Nov 7, 2026
  • Jupyter Notebook

mlabonne / llm-course

Star 85.1k

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning roadmap course large-language-models llm
  • Updated Feb 5, 2026

Developer-Y / cs-video-courses

Star 84.8k

List of Computer Science courses with video lectures.

computer-science security machine-learning bioinformatics web-development reinforcement-learning computer-vision deep-learning algorithms robotics computational-biology databases embedded-systems systems computational-physics quantum-computing computer-architecture database-systems
  • Updated Nov 10, 2026

d2l-ai / d2l-zh

Star 82.5k

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

python machine-learning natural-language-processing computer-vision deep-learning book notebook chinese
  • Updated Jul 30, 2024
  • Python
netdata

netdata / netdata

Star 81.4k

The fastest path to AI-powered full stack observability, even for lean teams.

mysql linux docker kubernetes devops machine-learning database ai monitoring mongodb influxdb mcp grafana alerting postgresql cncf prometheus data-visualization observability netdata
  • Updated Nov 12, 2026
  • Go

rohitg00 / ai-engineering-from-scratch

Sponsor
Star 78.5k

Learn AI Engineering! Learn it. Build it. Ship it for others.

python rust machine-learning tutorial typescript course reinforcement-learning ai computer-vision deep-learning mcp transformers agents rea from-scratch dsh ai-agents ai-engineering llm generative-ai
  • Updated Nov 11, 2026
  • Python

tesseract-ocr / tesseract

Star 77.5k

Tesseract Open Source OCR Engine (main repository)

machine-learning ocr tesseract lstm tesseract-ocr hacktoberfest ocr-engine
  • Updated Nov 11, 2026
  • C++
awesome-scalability

binhnguyennus / awesome-scalability

Star 75.7k

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

computer-science lists devops distributed-systems machine-learning awesome web-development programming big-data system backend architecture scalability resources design-patterns interview awesome-list interview-practice interview-questions system-design
  • Updated Jan 4, 2026
OpenBB

openbq-org / OpenBB

Star 75.4k

Open Data Platform for analysts, quants and AI agents.

python finance machine-learning options crypto ai economics derivatives stocks quantitative-finance equity fixed-income openbb
  • Updated Nov 11, 2026
  • Python
AI-For-Beginners

microsoft / AI-For-Beginners

Star 70.7k

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn microsoft-for-beginners
  • Updated Nov 4, 2026
  • Jupyter Notebook

scikit-learn / scikit-learn

Sponsor
Star 68.2k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis
  • Updated Nov 12, 2026
  • Python
annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

Star 67.8k

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers
  • Updated Nov 2, 2026
  • Python

keras-team / keras

Star 64.4k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax
  • Updated Nov 12, 2026
  • Python
ultralytics

ultralytics / ultralytics

Star 63.3k

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

python tracking machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation instance-segmentation ultralytics rotated-object-detection yolov8 segment-anything yolo11 yolo26 yolo27
  • Updated Nov 12, 2026
  • Python

deepfakes / faceswap

Sponsor
Star 57.6k

Deepfakes Software For All

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning neural-nets deepface deepfakes fakeapp deep-face-swap openfaceswap myfakeapp
  • Updated Aug 5, 2026
  • Python
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