pytorch

Collection of free Notes,Courses,Videos,Projects,Articles and Repos Links To learn Machine learning ,Deep learning,Python,SQL,CNN,NLP,GAN,GNN,Transfomers,Flask,Django,and End to End Machine learning Projects

[ICML 2025] Gaussian Mixture Flow Matching Models (GMFlow)

从 MiniMind 源码读起,再延伸到现代大模型技术体系的中文学习笔记。主线逐行精读预训练 / SFT / DPO / PPO / GRPO 与训练机制;附录 17 篇进阶卷覆盖量化、投机解码、RLHF 全景、模型代际史等 MiniMind 没涉及、但进阶绕不开的主题。

[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback

[ACM TOMM 2023] - Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features

[CVPR2020] Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation

A collection of Audio and Speech pre-trained models.

A codebase that makes differentially private training of transformers easy.

The AdEMAMix Optimizer: Better, Faster, Older.

Comprehensive NLP Evaluation System

PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI

Stable Diffusion-based image manipulation method with a sketch and reference image

Conversational text Analysis using various NLP techniques

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. [ICLR 2024]

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

Interpret text data with LLMs (sklearn compatible).

CustomDiffusion360: Customizing Text-to-Image Diffusion with Camera Viewpoint Control

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

denoising diffusion models, as simple as possible