Samitha Jayaweera's repositories
atsaf
Applied Time Series Analysis and Forecasting
blog
Source code for my personal blog
code101
My notes on programming, mostly using R, Python, and bash.
ConvNeXt
Code release for ConvNeXt model
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
ETSformer
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
foobar2000
Unofficial Snap repo for foobar2000 music player snap
fugue
A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark, Dask and Ray without any rewrites.
gluon-ts
Probabilistic time series modeling in Python
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
great_expectations
Always know what to expect from your data.
initialization-actions
Run in all nodes of your cluster before the cluster starts - lets you customize your cluster
langchain
⚡ Building applications with LLMs through composability ⚡
medium-unlimited
A browser extension to read medium.com articles for free without membership.
mlforecast
Scalable machine 🤖 learning for time series forecasting.
Modern-Time-Series-Forecasting-with-Python
Modern Time Series Forecasting with Python, published by Packt
pytorch-forecasting
Time series forecasting with PyTorch
quantstats
Portfolio analytics for quants, written in Python
rllib_tutorials
Ray RLlib tutorial material
simple-back
A simple daily python backtester that works out of the box.
sktime
A unified framework for machine learning with time series
solana-helloworld-program
Simple OnChain Program on the Solana Blockchain
Stock.Indicators.Python
Stock Indicators for Python
tft_tf2
Temporal Fusion Transformers for Tensorflow 2.x
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
Volt
Public Implementation of Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
wordle_env
OpenAI Gym compliant environment for Wordle, a daily word game.