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A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Realtime infrastructure for multiplayer apps and agents

Webots Robot Simulator

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

DeepSeek Harness 破甲 (mirror of YuJunZhiXue/dsh-purge) — 上游即将删库，此为本仓库全量镜像：含全部分支/73 个 tag/完整提交历史。原作者署名与二开要求见 README 署名章节。

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Relax! Flux is the ML library that doesn't make you tensor

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Fast inference engine for Transformer models

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

OpenMMLab Text Detection, Recognition and Understanding Toolbox

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

不玩晦涩不搞少数派的 AI 入门圣经，从学生到工程师都能轻松掌握。涵盖神经网络到大模型、顶层设计到微观原理、工程实现到算法基础。 学完后，大家能彻底看懂为什么下一 token 预测这个看似不起眼的能力可以改变世界，也能发现原来 AI 并没有想象中那么神秘、那么高不可攀。 Let's just beat it !

35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.

The open-source visual AI programming environment and TypeScript library

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

AI 助手全套开源解决方案，自带运营管理后台，开箱即用。集成了 ChatGPT, Azure, ChatGLM,讯飞星火，文心一言等多个平台的大语言模型。支持 MJ AI 绘画，Stable Diffusion AI 绘画，微博热搜等插件工具。采用 Go + Vue3 + element-plus 实现。

🛠️ Awesome tools & guides for harness engineering.

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Examples and tutorials to help developers build AI systems

OpenAI Api Client in Java

DeepSeek-Compatible Middleware Interface: A technical exploration project in Go, focusing on high-concurrency protocol adaptation. It serves as a reference implementation for converting diverse web protocols into standardized formats.

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.

Curated list of Python resources for data science.

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

The media player for language learning, with dual subtitles, AI-generated subtitles, real-time translation, and more!

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

Transformer: PyTorch Implementation of "Attention Is All You Need"

A 100M-parameter multilingual TTS model for real-time CPU inference, voice cloning, and 48 kHz stereo generation

Align Anything: Training All-modality Model with Feedback

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

An Open Source text-to-speech system built by inverting Whisper.

warp多功能一键脚本，支持warp-go与wgcf切换，无限生成warp配置文件，支持升级warp+、warp团队账户，查看VPS本地IP、netflix、chatgpt解锁状态

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Camera app that freezes fast motion sequences into a single stroboscopic photo; powered by on-device computer vision, 2D stabilization, and manual exposure controls

为英语学习者量身打造的视频播放器，助你通过观看视频、沉浸真实语境，轻松提升英语水平。#美剧 #播放器 #听力

StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision.

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

The python library for real-time communication

:satellite: All You Need to Know About Deep Learning - A kick-starter

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。