deep-learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
Repositories (1412)
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
:satellite: All You Need to Know About Deep Learning - A kick-starter
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguishe...
Optimized primitives for collective multi-GPU communication
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Curated list of Python resources for data science.
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70...
🤗 AutoTrain Advanced
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
On-device AI across mobile, embedded and edge for PyTorch
Curated tutorials and resources for Large Language Models, AI Painting, and more.
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
[ICCV 2019] Monocular depth estimation from a single image
a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image
Lightning fast C++/CUDA neural network framework
Fast inference engine for Transformer models
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and...
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Probabilistic reasoning and statistical analysis in TensorFlow
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
LLM training code for Databricks foundation models
A unified, comprehensive and efficient recommendation library
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Papers on Computational Advertising
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
A JavaScript deep learning and reinforcement learning library.
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
Serve, optimize and scale PyTorch models in production
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
A curated list of reinforcement learning with human feedback resources (continually updated)
🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally...
Simplify your onnx model
A curated list of awesome data labeling tools
NeuralProphet: A simple forecasting package
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Ne...
Fast, distributed, secure AI for Big Data
Data Science Roadmap from A to Z
Pytorch 中文文档