Popular GitHub Repositories for Replication

Providing a free OpenAI GPT-4 API ! This is a replication project for the typescript version of xtekky/gpt4free

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

LeaderWorkerSet: An API for deploying a group of pods as a unit of replication

Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.

An Out-of-the-Box Replication of GANimation using PyTorch, pretrained weights are available!

Summarize all open source Large Languages Models and low-cost replication methods for Chatgpt.

Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"

End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation. A replication of the RhythmNet model.

FREE GPT "API" (OpenAI GPT API replication with Selenium and Undetectable Chromedriver). Minimal setup

Lightweight replication study of DeepSeek-R1-Zero. Interesting findings include "No Aha Moment", "Longer CoT ≠ Accuracy", and "Language Mixing in Instruct Models".

This repo is intended to support replication and exploration of the analysis undertaken for our Urban Studies article "Understanding urban gentrification through Machine Learning: Predicting neighbourhood change in London".

Supercharged Replication for Developers

Simple replication of 'Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention' using Pytorch.

The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data

Pure RL without SFT to post-train base models for social reasoning capabilities. Lightweight replication of DeepSeek-R1-Zero with Social IQa dataset.

[ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)