aaamini

Topics-In-Modern-Statistical-Learning

Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

nac-test

Adjusted chi-square test. Testing goodness-of-fit of a DCSBM/SBM to network data. See paper https://arxiv.org/abs/2012.15047

3d-force-graph

3D force-directed graph component using ThreeJS/WebGL

Rcall

R function interface for Matlab

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

the-algorithm

Source code for Twitter's Recommendation Algorithm

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

ng-video-lecture

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

pytorch-apple-silicon

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

awesome-public-datasets

A topic-centric list of HQ open datasets.

rcpp-modules-student

Rcpp: Export a C++ Class into R using Rcpp Modules. For this example, we aim to implement a custom student class.

react-force-graph

React component for 2D, 3D, VR and AR force directed graphs

tabular-benchmark

Twitter-API-v2-sample-code

Sample code for the Twitter API v2 endpoints

bibtex-tidy

Cleaner and Formatter for BibTeX files

jekyll-scholar

jekyll extensions for the blogging scholar

pois_comparisons

The MATLAB code for comparing the POIS model with others

data_malaria_PLOSCompBiology_2013

ffn

ffn - a financial function library for Python

al-folio

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

SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

graphein

Protein Graph Library

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

benchmark

A microbenchmark support library