Samitha Jayaweera's repositories
atsaf
Applied Time Series Analysis and Forecasting
auto-evaluator
Evaluation tool for LLM QA chains
awesome-mlops
A curated list of references for MLOps
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
code101
My notes on programming, mostly using R, Python, and bash.
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
FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥
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
google-research
Google Research
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 ⚡
LaTeXML
LaTeXML: a TeX and LaTeX to XML/HTML/ePub/MathML translator.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
mermaid-live-editor
Edit, preview and share mermaid charts/diagrams. New implementation of the live editor.
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
RasaGPT
💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
sktime
A unified framework for machine learning with time series
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