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.

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tensorflow /tensorflow

Star192k

An Open Source Machine Learning Framework for Everyone

python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml distributed

UpdatedOct 7, 2025
C++

huggingface /transformers

Star151k

🤗 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

UpdatedOct 7, 2025
Python

pytorch /pytorch

Star93.7k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

python machine-learning deep-learning neural-network gpu numpy autograd tensor

UpdatedOct 7, 2025
Python

microsoft /ML-For-Beginners

Star77.9k

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

UpdatedOct 3, 2025
Jupyter Notebook

netdata /netdata

Star76.3k

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

UpdatedOct 7, 2025
C

rasbt /LLMs-from-scratch

Star74.7k

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

python machine-learning ai deep-learning pytorch artificial-intelligence transformer gpt language-model from-scratch large-language-models llm chatgpt

UpdatedOct 7, 2025
Jupyter Notebook

d2l-ai /d2l-zh

Star72.9k

《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

UpdatedJul 30, 2024
Python

tesseract-ocr /tesseract

Star70.1k

Tesseract Open Source OCR Engine (main repository)

machine-learning ocr tesseract lstm tesseract-ocr hacktoberfest ocr-engine

UpdatedOct 2, 2025
C++

Developer-Y /cs-video-courses

Star70k

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

UpdatedOct 2, 2025

binhnguyennus /awesome-scalability

Star65.9k

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

UpdatedOct 4, 2025

mlabonne /llm-course

Star64.5k

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

machine-learning roadmap course large-language-models llm

UpdatedJun 4, 2025

scikit-learn /scikit-learn

Sponsor

Star63.6k

scikit-learn: machine learning in Python

python data-science machine-learning statistics data-analysis

UpdatedOct 7, 2025
Python

keras-team /keras

Star63.5k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax

UpdatedOct 6, 2025
Python

labmlai /annotated_deep_learning_paper_implementations

Star63.4k

🧑‍🏫 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