Showing 30 of 450 · Category: Deep Learning
Hourly electricity load forecasting for Romania using ENTSO-E data - LightGBM, N-BEATS, and quantile prediction intervals
Top Deep Learning Compilers (Opensource) Star if you like it!
基于 PyTorch 的手写数字图像去噪，采用残差注意力 U-Net，结合 MSE、SSIM 与 L1 组合损失，支持 TTA 推理和去噪效果可视化分析。
Trained Model and Example Cases for this manuscript: Sahin MB et al. JCMR 2026, under review.
Real bean-leaf CNN vs MobileNet benchmark, calibrated probabilities, Grad-CAM and strict local API
A free app for learning ML and software engineering by writing code. 76 lessons in 13 paths, from Python from zero to PyTorch, TensorFlow and CUDA, agents, backends and web apps. Runs on your computer and works offline. One-line install for macOS, Linux and Windows.
Deep Learning Projects that I created towards end of my Bachelors
ANN-based customer churn prediction system built with Python, TensorFlow, Scikit-learn, and Streamlit.
ML-powered Wi-Fi security research platform for anomaly detection, network behavior analysis and authorized wireless security experiments.
A small GPT that writes molecules as SMILES strings, with an interface to explore them in 2D and 3D. Early version 0.1, more coming.
Protocol outweighs method: patch sampling, evaluation scope, consensus level and threshold dominate architecture and supervision-target choice in lung nodule segmentation on LIDC-IDRI.
🌾 AI-Powered Crop Disease Detection & Agronomy Advisory Platform for Farmers. Fine-tuned MobileNetV2 on PlantVillage (38 classes), bilingual Hindi (हिंदी) & English guidance, camera leaf scanner, and organic/chemical remedies.
Deterministic, high-performance Rust deep learning engine and framework with zero silent fallback, in-process Go bindings, and strict memory budgeting
Guía técnica en español de las arquitecturas de IA: qué son, para qué sirven y cómo funcionan, con ejemplos en PyTorch
NumPy MLP with manual backpropagation and SGD, Momentum, and Adam comparisons on MNIST.
Empirical Benchmarking & Performance Optimization Suite for LLMs (INT4/INT8 Quantization, LoRA PEFT, KV Caching, Fused SDPA Attention, Knowledge Distillation & Speculative Decoding in PyTorch).
Production Egyptian Arabic Speech Recognition (ASR) pipeline based on fine-tuned Wav2Vec 2.0 and FastAPI
MNIST el yazısı rakam tanıma: MLP ve CNN (%99,41 test doğruluğu), metrikler ve Gradio demosu
Physics-Informed Neural Networks for beam deflection analysis using PyTorch & Streamlit.
写给初学者的 Transformer：图解原理 + 逐行 PyTorch，从词向量到亲手训练 Baby-GPT（在线阅读 / EPUB）
A curated list of public datasets and key papers on deep learning for mammography: classification, detection & segmentation, risk prediction, and foundation models.
PyTorch implementation of ORACLE: Time and Feature Specialist Transformer for Time Series Analysis. Written by Inal Mashukov.
Forecasting monthly Steam player counts using statistical, machine learning, and deep learning time-series models.
从零实现 micrograd 风格标量自动微分与迷你深度学习框架的教学级工作流技能（Agent Skill）
Enterprise deep learning migration toolkit: automated computational graph layer transpiler from Theano to TensorFlow.
Deepfake video detection using remote photoplethysmography (rPPG) to analyze subtle facial color variations and pulse-related physiological signals for identifying potentially manipulated videos.
Machine Unlearning - SISA - Images: patient-priority SISA for medical image classification and exact unlearning evaluation
Remote sensing scene classification on NWPU-RESISC45 with a fine-tuned ResNet-50 (94.4% test accuracy)
Automatic spell correction for Persian (Farsi) text