Neoanarika
Final year NUS Mathematics + Data Science. Researching generative models and bayesian deep learning. Passionate about machine learning research.
Collaborative, Learning, and Adaptive Robots (CLEAR)Singapore
Pinned Repositories
awesome-list-information-geometry
This is an awesome list for information geometry. This is my curation of resources on this topic as such there are bound to be things I missed, please contribute if you think I missed anything.
CNN-using-Swish
CNN trained on MNIST using swish
Implementing-the-PowerSign-and-AddSign-rule
Implementing the update rule found in Neural Optimizer search with Reinforcement learning
inverse-probelms-urops
Keras-Implementation-of-1D-CNN-for-sentence-classification
This github repo uses keras 2.0 to create a 1D CNN for sentiment analysis from the IMDB dataset
MBTI
MBTI text classifer trained on the Kaggle MBTI dataset
object-tracking-detection
Real time object tracking and detection on raspberry pi
Replicating-Ian-Goodfellow-GAN-
Replicating Ian Goodfellow GAN on pytorch
Searching-for-activation-functions
NIPS Implementation challenge 2017 for "Searching for activation functions" paper by Google Brain
torchexplainer
Implementing integrated gradients for pytorch
Neoanarika's Repositories
Neoanarika/MBTI
MBTI text classifer trained on the Kaggle MBTI dataset
Neoanarika/Searching-for-activation-functions
NIPS Implementation challenge 2017 for "Searching for activation functions" paper by Google Brain
Neoanarika/object-tracking-detection
Real time object tracking and detection on raspberry pi
Neoanarika/Implementing-the-PowerSign-and-AddSign-rule
Implementing the update rule found in Neural Optimizer search with Reinforcement learning
Neoanarika/Replicating-Ian-Goodfellow-GAN-
Replicating Ian Goodfellow GAN on pytorch
Neoanarika/torchexplainer
Implementing integrated gradients for pytorch
Neoanarika/CNN-using-Swish
CNN trained on MNIST using swish
Neoanarika/DSB2018
Kaggle Data science bowl 2018
Neoanarika/Adversarial-Search
Alpha-beta pruning and minmax for tic tac toe
Neoanarika/AdversarialTracker
Tracking the progress of research on adversarial attacks on machine learning, and their corresponding defences.
Neoanarika/Artifical-intelligence-for-robotics-udacity
Some after thoughts on the robotics for artificial intelligence in udacity
Neoanarika/awesome-ai-fairness
Awesome list of AI Fairness tools, research papers, tutorials and any other relevant tutorials. For use by data scientists, AI engineers and policymakers alike.
Neoanarika/Cellular-Automata-
The question this simulation aims to answer is "What if we get conway game of life to evolve based on certain survival functions ? "
Neoanarika/DeepLearningTensorflow
Exercise files for Deep Learning and Machine Learning with TensorFlow
Neoanarika/express-boilerplate
[WIP] Personal boilerplate for express projects.
Neoanarika/kaggle-ds-bowl-2018-baseline
Full train/inference/submission pipeline adapted to the competition from https://github.com/matterport/Mask_RCNN
Neoanarika/LAM0
Gesture controlled DJing Game app
Neoanarika/node-mscs-face
Javascript Wrapper for Microsoft Cognitive Services Face API.
Neoanarika/Polya-Income
Polya process inspired by the book "Fooled by Randomness"
Neoanarika/pytorch-seq2seq
An open source framework for seq2seq models in PyTorch.
Neoanarika/Queues
Jupyter notebook exploring queuing theory
Neoanarika/react-coursera-course
Neoanarika/ROS-exp
Experiments with ROS
Neoanarika/simanneal
Python module for Simulated Annealing optimization
Neoanarika/SRU-tensorflow
Training RNNs as fast as CNNs. An unofficial tensorflow implementation.
Neoanarika/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
Neoanarika/TensorflowTraining
Exercise Files for Deep Learning and Machine Learning with TensorFlow
Neoanarika/Valhalla
Neoanarika/vent.io
Vent your frustrations and dump them in an instant.
Neoanarika/Visualising-loss-functions
Visualising Loss functions of neural networks