Skip to content
View ebrahimpichka's full-sized avatar

Highlights

  • Pro

Block or report ebrahimpichka

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ebrahimpichka/README.md

About


I’m an Engineering grad student and a ML enthusiast/researcher. My interests primarily include deep RL, applications of machine learning in mathematical optimization and operations research, graph representation learning, and geometric deep learning. Also, I always have an eye for advances and research in more fundamental topics of AI such as optimization techniques, and learning methods.

Stack


Python TensorFlow Keras PyTorch PyTorchLighning pyg sklearn
C++ julia julia Colab opencv openaigym scipy

Connect with me


Ebrahim's Twitter Ebrahim's LinkedIn Ebrahim's Medium Ebrahim's Gmail Ebrahim's Stackoverflow



Pinned Loading

  1. attn-PG-RL-tsp attn-PG-RL-tsp Public

    A PyTorch implementation of the attention-based Policy Gradient RL for learning to solve Travelling Salesperson Problem based on the paper https://doi.org/10.1007/978-3-319-93031-2_12

    Jupyter Notebook 8

  2. GAT-pt GAT-pt Public

    PyTorch implementation of the Graph Attention Networks (GAT) based on the paper "Graph Attention Network" by Velickovic et al - https://arxiv.org/abs/1710.10903v3

    Python 35 3

  3. ml-options-pricing ml-options-pricing Public

    Pricing Financial Options contracts using LightGBM, Deep Learning, and Support Vector Machines.

    Jupyter Notebook 14

  4. DDPG-implementation DDPG-implementation Public

    An implementation of the DDPG algorithm from the paper "Continuous control with deep reinforcement learning"

    Python 1

  5. GCN-pt GCN-pt Public

    A simple PyTorch implementation of Graph Convolutional Networks based on the paper: https://arxiv.org/abs/1609.02907 (Kipf & Welling, ICLR 2017)

    Jupyter Notebook 1

  6. awesome-optimization awesome-optimization Public

    A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

    301 36