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yilu1021's Projects

former icon former

Simple transformer implementation from scratch in pytorch.

fromthetransistor icon fromthetransistor

From the Transistor to the Web Browser, a rough outline for a 12 week course

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

go-ethereum icon go-ethereum

Official Go implementation of the Ethereum protocol

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-3 icon gpt-3

GPT-3: Language Models are Few-Shot Learners

gretel-synthetics icon gretel-synthetics

Differentially private learning to create fake, synthetic datasets with enhanced privacy guarantees

grouparoo icon grouparoo

🦘 The Grouparoo Monorepo - Open Source Marketing Infrastructure

heard icon heard

React Native Enterprise Social Messaging App

hystrix icon hystrix

Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

kubeflow icon kubeflow

Machine Learning Toolkit for Kubernetes

llvm-project icon llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

lstm-stock-predictor icon lstm-stock-predictor

Using past price data and sentiment analysis from news and other documents to predict the S&P500 index using a LSTM RNN. Idea replicated from https://arxiv.org/abs/1912.07700 and https://arxiv.org/abs/1010.3003.

materialize icon materialize

The Streaming SQL Database powered by Timely Dataflow

megatron-lm icon megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

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