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babi-tasks

Task generation for testing text understanding and reasoning

blend-images

clip

Contrastive Language-Image Pretraining

cmumc

coatnet-pytorch

A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".

color

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

dalle-pytorch

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

denoising-diffusion-model

A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.

diffusion-models

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fanyang.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

fanyangxyz.github.io

genuary2023

Daily creative coding sketches for Genuary 2023

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

guided-diffusion

image-gpt

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

jax_vs_numba_glicko

Comparing Jax and Numba for Glicko code

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

langgraph

Build resilient language agents as graphs.

latex

llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

memn2n

End-To-End Memory Network using Tensorflow

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

neural-lp

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

optical-flow