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Education & Research

Core ML/DL frameworks and research tooling for learning and experimentation.

1.0K projects

See methodology for ranking rules; order uses public GitHub metrics within this scenario.

841–860 of 1.0K

Rank Project Stars Forks
841 DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

3.8K 593
842 DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

4.8K 640
843 picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

3.5K 456
844 Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

3.8K 814
845 LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

570 37
846 releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

3.0K 744
847 Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

2.7K 333
848 tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

5.2K 450
849 babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

765 154
850 minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

3.2K 491
851 deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

1.8K 278
852 copilot-analysis

本文详细分析了 Github Copilot 这个基于机器学习的代码自动补全工具的实现原理。作者通过逆向工程的方式,深入探索了 Copilot 的核心逻辑,包括代码提示的入口、获取提示的核心方法、以及相关的缓存策略、实验特性等。

2.2K 250
853 tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

2.9K 572
854 course-nlp

A Code-First Introduction to NLP course

3.5K 1.5K
855 Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

811 339
856 OpenICL

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

589 32
857 FastEdit

🩹Editing large language models within 10 seconds⚡

1.4K 103
858 Natural-Language-Processing-Specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

860 691
859 Awesome-Multimodal-Research

A curated list of Multimodal Related Research.

1.4K 147
860 interpy-zh

📘《Python进阶》（Intermediate Python - Chinese Version）

6.5K 1.3K
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