Bater.Makhabel's Projects
This is a curated list of libraries and frameworks for Neural network and deep learning in R
Data and code for the Dataists R recommendation system contest
Open-source software for robot simulation, integrated with OpenAI Gym.
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
AUROC, IV, WOE calculation for binary classification models (logistic, discriminant etc)
The fast version of DeLong's method for computing the covariance of unadjusted AUC.
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017
A Game of Hackers (CTF Scoreboard & Game Manager)
Our implementation of Recurrent Pose Attention in Du et al.: "RPAN: An End-to-End Recurrent Pose-attention Network for Action Recognition in Videos"
Open source implementation of CVPR 2020 "Video to Events: Recycling Video Dataset for Event Cameras"
rstudio::conf 2018 tweet explorer and FOMO reducer
List of courses teaching R
A high-level machine learning library that allows you to build programs that learn from data using the PHP language.
Age/Gender detection in Tensorflow
Terminal-based CPU stress and monitoring utility
Self-Supervised Speech Pre-training and Representation Learning Toolkit.
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
Shallow and Deep Convolutional Networks for Saliency Prediction
Exemplo de código Python+NLTK+ScikitLearn para o #2 Encontro - Data Science São Carlos!
A tool for shell commands execution, visualization and alerting. Configured with a simple YAML file.
AddressSanitizer, ThreadSanitizer, MemorySanitizer
Original Satoshi paper in various formats
Databricks Scala Coding Style Guide
SCAN: Learning Abstract Hierarchical Compositional Visual Concepts
This is a general and scalable framework for visual SLAM. It employs "Double Window Optimization" (DWO).
A python toolkit for parsing sentences (in natural language) into scene graphs (as symbolic representation).
Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。