AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Machine Learning Self Driving Car Trained With a Genetic Algorithm
General purpose workflow for machine learning projects applied to the https://numer.ai data challenges.
A naive bird that learns how to flap by NeuroEvolution.
End-to-End project using Flask and HTML and deploy on AWS
Transformer-powered English–Nepali Neural Machine Translation (NMT)
Data for the talk given on topic "Practical Machine Learning" at Don Bosco Institute of Technology
Predicting NBA player fantasy value (9-Cat Z-Scores) using Supervised Machine Learning (OLS, Random Forest) and historical data.
Anansi; an autonomous six-legged robot that sees, walks and finds its way.
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Regression pipeline predicting 5-day S&P 500 returns from technical indicators — compares 4 models under time-series-safe validation, with full methodology writeup.
Scalar autograd engine and MLP in Python, with numerical gradient checks and XOR training.
Machine Learning system for predictive maintenance using SMOTE balancing, multiple classification models, and a Flask web application.
End-to-end customer churn and retention analytics project using PostgreSQL, Python, machine learning, and Power BI to identify churn drivers, predict at-risk customers, and quantify revenue exposure.
Adaptive quantitative portfolio manager using mean-variance optimization, walk-forward backtesting, risk modeling, transaction costs, and ML-based return estimation.
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