Repository Index

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

• pytorch
• stochastic-differential-equations
• inverse-problems
• generative-models

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

• chatgpt
• chinese-translation
• prompt-engineering
• prompt-learning

Software defined VHS decoder - Fork (maybe temporary) of the ld-decode Laserdisc rf decoder

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

• detection
• pytorch
• caffe

PyMC educational resources

• bayesian-inference
• bayesian-statistics
• data-science
• data-analysis

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

• nlp
• visualization
• explorables
• natural-language-processing

[DEIMv2] Real Time Object Detection Meets DINOv3

• detection-transformer
• dinov3
• object-detection
• real-time

Text and code for the second edition of Think Bayes, by Allen Downey.

• jupyter
• python
• bayes
• bayesian-statistics

The repository host gives no description.

A colab gradio web UI for running Large Language Models

• colab
• colab-notebook
• colaboratory
• gradio

A proof-of-concept jupyter extension which converts english queries into relevant python code

• jupyter-notebook
• machine-learning
• python

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

• natural-language-processing
• nlp
• pytorch-nlp
• pytorch

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

• large-language-models
• prompt-engineering
• gpt-3
• gpt3-prompts

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Simple UI for LLM Model Finetuning

• ai
• gpt-2
• gpt-3
• huggingface

This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.

• machine-learning-projects
• projects
• ml-project
• python-project

A replica of the AlphaZero methodology for deep reinforcement learning in Python

Let us democratise high-resolution generation! (CVPR 2024)

• aigc
• high-resolution
• low-resource
• stable-diffusion

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

• deep-learning
• evaluation
• foundation-models
• instruction-following

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

• deep-learning
• vision-transformer
• bert-model
• bert

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

• deep-learning
• depth-prediction
• visual-odometry
• self-supervised-learning

Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜

Code for the ProteinMPNN paper

Python library for interactive topic model visualization. Port of the R LDAvis package.