Jacob Somer's repositories
Modern-Portfolio-Theory-and-LSTMs
A project using deep learning to forecast stock prices and covariance. Uses multiple threads to gather data and optimize portfolio using numerous APIs.
CalCourtGPT
CalCourtGPT is a fine-tuned language model that provides legal counsel based on the California Rules of Court as of January 1, 2022. It is trained to answer questions for individuals and startups in California court cases.
Alpaca-Trading-Bot
Trading bot using Alpaca API
TribeHacks-2021
Zach and Jacob's repository for TribeHacks submission 2021. Aim to make an impact in current events.
AlphaGoLite
Full-stack project involving creating A.I. model (largely inspired by AlphaGo) to play Go and an interface to play with other players and play against the A.I.
Document-Chat
Code for a chat interface that integrates with multiple document types
LangChain-Document-Embeddings-Service
Containerized flask environment for extracting text from pdfs, powerpoints, xl spreadsheets, and youtube channels.
py-pdf-search
A python library for indexing and querying PDFS with a few lines of code.
AVL_Tree
Self-balancing AVL Tree with Visualize() method
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
climaTrader
Working on building a self-updating trading bot that uses the weather to predict prices
CypherVII-Schedule-Advisor
Degree Works with a more intuitive UX/UI
Google-Trends-and-Unemployment
Repository for Time-Series Econometrics Term Paper
java-sql-demo
A Java program that executes SQL commands to a locally hosted database using the JDBC API.
M5-Forcasting-LSTM-
LSTM for predicting Walmart Sales
MergeSort
C++ implementation of mergesort
MNIST-Classifier-Pytorch
Convolutional Neural Network with 2 Convolutional Layers and 3 Linear Layers with Cross Entropy Loss.
Multivariate-Climate-Forecast
Used keras lstm to forecast climate