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/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.

firobeid/Educator_Conference_2023

ENGAGING TECH STUDENTS PAST TRADITIONAL HANDS ON

firobeid/firobeid.github.io

firobeid/autotrain-advanced

🤗 AutoTrain Advanced

firobeid/awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

firobeid/featuretools

An open source python library for automated feature engineering

firobeid/firecrawl

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

firobeid/firobeid

firobeid/generative-ai-for-beginners

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

firobeid/gpt-llm-trainer

firobeid/jupyter-ai

A generative AI extension for JupyterLab

firobeid/LaTeX-OCR

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

firobeid/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

firobeid/llm-course

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

firobeid/LLM101n

LLM101n: Let's build a Storyteller

firobeid/local-llms-analyse-finance

In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.

firobeid/magicoder

Magicoder: Source Code Is All You Need

firobeid/minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

firobeid/mlflow

Open source platform for the machine learning lifecycle

firobeid/optiver-trading-close

firobeid/pygwalker

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

firobeid/quantile-forest

Quantile Regression Forests compatible with scikit-learn.

firobeid/ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

firobeid/Scrapegraph-ai

Python scraper based on AI

firobeid/SWE-agent

SWE-agent: Agent Computer Interfaces Enable Software Engineering Language Models

firobeid/test1

firobeid/the-incredible-pytorch

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

firobeid/TimeSeriesCompetitionTracker

firobeid/txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

firobeid/xlstm-resources

Resources about xLSTM by Sepp Hochreiter