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anu-bioinfo's Projects

2018dsb icon 2018dsb

2018 Data Science Bowl 2nd Place Solution

academic_advisory icon academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

achr.cu icon achr.cu

A GPU implementation of the sampling algorithm ACHR.

acwj icon acwj

A Compiler Writing Journey

af2_conformations icon af2_conformations

A series of scripts that facilitate the prediction of protein structures in multiple conformations using AlphaFold2

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

algorithm-problem-solutions icon algorithm-problem-solutions

My solutions to problems from ROSALIND, Project Euler, and courses I have taken. This includes my own implementations of various data structures.

aml_classifer icon aml_classifer

Code and figures of the manuscript by Warnat-Herresthal et al 2019

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applied-ml icon applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

arduino-high-school-robotics-course icon arduino-high-school-robotics-course

A High School Robotics course using presently using the Particle.io photon but later using several Arduino boards from the: Nano33Iot, Nano33BleSense, PortentaH7, and also few others boards that I have put the Arduino nRF52840 Bootloader onto.

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