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In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiase…
A high-throughput and memory-efficient inference and serving engine for LLMs
[ICLR 2024] Map Learning with Lane Segment for Autonomous Driving
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
🔥Highlighting the top ML papers every week.
Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!
Notebooks for the O'Reilly book "Learning Ray"
Most popular metrics used to evaluate object detection algorithms.
Fast EMD for Python: a wrapper for Pele and Werman's C++ implementation of the Earth Mover's Distance metric
Compare the performance on asynchronous and synchronous architectures for Machine Learning deployment models and understanding where the performance delta comes from
📺 Discover the latest machine learning / AI courses on YouTube.
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Keras Attention Layer (Luong and Bahdanau scores).
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
A synthetic data generator for text recognition
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
A Python toolkit used to train reinforcement learning algorithms against arcade games
😎 Awesome lists about all kinds of interesting topics
scikit-learn: machine learning in Python
Solution to the Outbrain Click Prediction competition
Solution for Avito Duplicate Ads Detection competition
Predicting the number of likes an instagram post will receive in 24 hours - winning solution