RussWolfinger

Deep-Learning-for-Causal-Inference

Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.

Causality

Fast-F1

FastF1 is a python package for accessing and analyzing Formula 1 results, schedules, timing data and telemetry

bcauss

Code for "Learning End-to-End Patient Representations through Self-Supervised Covariate Balancing for Causal Treatment Effect Estimation"

tokenizers-cpp

Universal cross-platform tokenizers binding to HF and sentencepiece

maskrcnn_benchmark.cpp

Implementation maskrcnn-benchmark, pytorch c++ frontend

m5

Winning Solution for the M5 Competition for Uncertainty Forecasting

pytorch_cpp

Pytorch cpp api examples/practices

libtorch_tokenizer

BERT Tokenizer in C++

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

Autoencoder

Autoencoder on tabular data

fastai

The fastai deep learning library

offsample

Project to develop methods to recognize off-sample mass spectrometry images

PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

CNN-Filter-DB

A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR 2022 ORAL)

openvaet

Scrappers & Interfaces allowing to study Vaccines Adverse Effects

alpaca-lora

Instruct-tune LLaMA on consumer hardware

opencv

Open Source Computer Vision Library

rtdl

Research on Tabular Deep Learning: Papers & Packages

rtdl-revisiting-models

(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

Linear-Regression-using-PyTorch-CPP

Implementing Linear Regression on a CSV file using PyTorch C++ Frontend API

PyTorchCppFrontEnd

PyTorch 1.5 C++ frontend API

numom_IPSI

Code to reproduce results on incremental PS analysis in NuMoM study

huggingface_libtorch

Minimal example of using a traced huggingface transformers model with libtorch

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

00vaccine-data-analysis

county_month_excess_mortality_2020-2022

Estimating monthly excess mortality at the county level for the United States, March 2020 to February 2022

crim-libtorch-extensions

Provides multiple algorithm implementation with Python/C++ bindings as extensions to `libtorch` (https://github.com/pytorch/pytorch C++ API).

MNIST-JPG

MNIST dataset in JPG format

RFC

Recidivism Forecasting Challenge - Winning Solution