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jcassiojr's Projects

echotorch icon echotorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

ecogenetics icon ecogenetics

:exclamation: This is a read-only mirror of the CRAN R package repository. EcoGenetics — Spatial Analysis of Phenotypic, Genotypic and Environmental Data. Homepage: https://github.com/cran/EcoGenetics

exoplanet-ml icon exoplanet-ml

Machine learning models and utilities for exoplanet science.

facebook-page-post-scraper icon facebook-page-post-scraper

Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

fashion-mnist icon fashion-mnist

4 different image classification ConvNets models for Fashion-MNIST dataset

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fine-tuning-llm-with-domain-knowledge icon fine-tuning-llm-with-domain-knowledge

This repo walks you through how to use transfer learning to fine tune a LLM (large language model) using UK Supreme Court case law as the domain specific training dataset. The model being fine-tuned is the HuggingFace GPTJ-6B model.

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

flowise icon flowise

Drag & drop UI to build your customized LLM flow

generating_music icon generating_music

Trained on Bach, used LSTMs to generate new music. (Detailed writeup: "Final Writeup - Generating Music using an LSTM Network.pdf")

gesd icon gesd

Generalized Extreme Studentized Deviate (GESD) test to detect outliers

getoldtweets-python icon getoldtweets-python

A project written in Python to get old tweets, it bypass some limitations of Twitter Official API.

giter8 icon giter8

a command line tool to apply templates defined on github

go-bot-drl icon go-bot-drl

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

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