firobeid

Educator_Conference_2023

ENGAGING TECH STUDENTS PAST TRADITIONAL HANDS ON

Fintech-machine-learning

My Financial Industry ML Applications and Credit Risk models for my final project in the Financial Engineering masters program.

Forecasting-techniques

My repo for applying statistical learning and predictive modeling on different identification problems and data sets.

Index_Rebalancing

An optimization implementation for rebalancing an index constitute assets weights

Language-Models-Research

Byte-level language model for event driven trading using UTF-8 encoding of financial news headlines for pre-training an LSTM architecture for transfer learning for classification tasks.

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

mwp_algorithmic_trading_P2

Project 2_ students

Performance-analysis-of-ETFs-

ETF fund analysis and Portfolio Management

SentimentAnalysis

Senitment Analysis using several data sources

Stock-Returns-Predictions

Predicting stock return in a new approach that still needs better feature engineering and econometric concepts to improve accuracy measures.

firobeid/firobeid.github.io

firobeid/quantile-forest

Quantile Regression Forests compatible with scikit-learn.

firobeid/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

firobeid/jupyter-ai

A generative AI extension for JupyterLab

firobeid/magicoder

Magicoder: Source Code Is All You Need

firobeid/generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

firobeid/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

firobeid/LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

firobeid/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

firobeid/openai-cookbook

Examples and guides for using the OpenAI API

firobeid/streaming-llm

Efficient Streaming Language Models with Attention Sinks

firobeid/NeMo

NeMo: a toolkit for conversational AI

firobeid/weaviate

Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

firobeid/codellama

Inference code for CodeLlama models

firobeid/pdoc

:snake: :arrow_right: :scroll: Auto-generate API documentation for Python projects

firobeid/seamless_communication

Foundational Models for State-of-the-Art Speech and Text Translation

firobeid/llama2.c

Inference Llama 2 in one file of pure C

firobeid/spacy-streamlit

👑 spaCy building blocks and visualizers for Streamlit apps

firobeid/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

firobeid/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

firobeid/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

firobeid/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

firobeid/dreamGPT

Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.

firobeid/test22

firobeid/phoenix

ML Observability in a Notebook - Uncover Insights, Surface Problems, Monitor, and Fine Tune your Generative LLM, CV and Tabular Models

firobeid/mwp_algorithmic_trading_P2

Project 2_ students

firobeid/tf-quant-finance

High-performance TensorFlow library for quantitative finance.

firobeid/MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

firobeid/MLOps_Deployment

Ray tutorials from Anyscale

firobeid/evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b