firobeid
A previous treasury dealer in the ACI financial markets association, currently researching financial NLP applications with Deep Learning!
Pinned Repositories
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's Repositories
firobeid/SentimentAnalysis
Senitment Analysis using several data sources
firobeid/Forecasting-techniques
My repo for applying statistical learning and predictive modeling on different identification problems and data sets.
firobeid/tsfresh
Automatic extraction of relevant features from time series:
firobeid/abcboost
firobeid/Index_Rebalancing
An optimization implementation for rebalancing an index constitute assets weights
firobeid/algotrading
Algorithmic trading framework for cryptocurrencies.
firobeid/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
firobeid/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
firobeid/Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
firobeid/conformal-prediction
Lightweight, useful implementation of conformal prediction on real data. (a.k.a. conformal inference)
firobeid/cpython
The Python programming language
firobeid/ideas
firobeid/jetbot
An educational AI robot based on NVIDIA Jetson Nano.
firobeid/MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
firobeid/minDiffusion
Self-contained, minimalistic implementation of diffusion models with Pytorch.
firobeid/mlops-course
A project-based course on the foundations of MLOps with a focus on intuition and application.
firobeid/Multi-class-probabilistic-classification
Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
firobeid/PhiK
Phi_K correlation analyzer library
firobeid/PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
firobeid/PlotNeuralNet
Latex code for making neural networks diagrams
firobeid/precise
World beating online covariance and portfolio construction.
firobeid/PythonMultiprocessingJumpStart
firobeid/qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
firobeid/quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
firobeid/specialist
Visualize CPython 3.11's specializing, adaptive interpreter. :fire:
firobeid/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
firobeid/TabPFN
Official implementation of the TabPFN and the tabpfn package.
firobeid/tabular-transfer-learning
A repo for transfer learning with deep tabular models
firobeid/TransferLearningTimeSeriesData
A python library for easy manipulation and forecasting of time series.
firobeid/WeightedSHAP
WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)