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capturing-word-order

Capturing Word Order in Averaging Based Sentence Embeddings

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

causal_reading_group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

clevrer

PyTorch implementation of ICLR 2020 paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning"

dfg

A LaTeX template for a basic DFG (Deutsche Forschungsgemeinschaft, German Research Foundation) grant proposal.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

easy-vqa

The Easy Visual Question Answering dataset.

film

FiLM: Visual Reasoning with a General Conditioning Layer

hugo-researcher

A simple resume theme for Hugo

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

micrograd

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

netdissect-lite

Light version of Network Dissection for Quantifying Interpretability of Networks

nlxgpt

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)

nn-zero-to-hero

Neural Networks: Zero to Hero

quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

shapeworld

soho

Minimalist Hugo theme based on Hyde

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch