Jayakumar Munuswamy's starred repositories
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
probability
Probabilistic reasoning and statistical analysis in TensorFlow
ollama-python
Ollama Python library
chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
mvts_transformer
Multivariate Time Series Transformer, public version
FinMem-LLM-StockTrading
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
ICML2022-FEDformer
Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
PromptAgent
This is the official repo for "PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization". PromptAgent is a novel automatic prompt optimization method that autonomously crafts prompts equivalent in quality to those handcrafted by experts, i.e., expert-level prompts.
llm4regression
Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update
OrderflowChart
This repository plots orderflow footprint charts using plotly in python.
trade_aggregation-rs
Aggregate trade data into user-defined candles using information driven rules
Empowering-Time-Series-Analysis-with-LLM
Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"
changeforest
Random Forests for Change Point Detection
Stock-recommendation-with-ML
Using classification models to predict if we should buy a stock to make money