Minal S Patil 's repositories
AI-Residency-List
List of AI Residency & Research programs, Ph.D Fellowships, Research Internships
Awesome-Geospatial
Long list of geospatial tools and resources
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
betterposter-latex-template
LaTeX Template for Mike Morrison's #betterposter
BlackBoxAuditing
Research code for auditing and exploring black box machine-learning models.
dat-kandinsky-patterns
Test Data Sets for Kandinsky Patterns
deeprl_network
multi-agent deep reinforcement learning for networked system control.
graph-network-explainability
Explainability techniques for Graph Networks, applied to a synthetic dataset and an organic chemistry task. Code for the workshop paper "Explainability Techniques for Graph Convolutional Networks" (ICML19)
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
neural-logic-machines
Implementation for the Neural Logic Machines (NLM).
nonechucks
Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!
perturb_explanations
Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"
practicalAI
📚 A practical approach to machine learning.
probnmn-clevr
Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]
reinforcement-learning-stanford
🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery