Pinned Repositories
224d-project
image cnn + text rnn w/ GRU to generate sentiment aware text
3D-R2N2
Single/multi view image(s) to voxel reconstruction using a recurrent neural network
ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
Intro_to_DL
Course Materials for Intro to DL at USF
IST597_Fall2019_TF2.0
Official github page for all IST597 Assignments
IST597_SP21
Official GitHub Repository for IST597-SP21
IST597_Spring_2022
kernel-activation-functions
Several implementations of the kernel-based activation functions
LRA-E
AAAI 2019 LRA-E Model
pwc
Papers with code. Sorted by stars. Updated weekly.
AnkurMali's Repositories
AnkurMali/ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
AnkurMali/IST597_Fall2019_TF2.0
Official github page for all IST597 Assignments
AnkurMali/LRA-E
AAAI 2019 LRA-E Model
AnkurMali/Intro_to_DL
Course Materials for Intro to DL at USF
AnkurMali/IST597_Spring_2022
AnkurMali/IST597_SP21
Official GitHub Repository for IST597-SP21
AnkurMali/pwc
Papers with code. Sorted by stars. Updated weekly.
AnkurMali/ankur.wesbite
AnkurMali/ankurmali.github.io
AnkurMali/class-incremental-learning
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
AnkurMali/CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
AnkurMali/DDPG-HER
Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.
AnkurMali/ganlab
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
AnkurMali/gym-grid
A simple Gridworld environment for Open AI gym
AnkurMali/gym-maze
A simple 2d maze environment for Open AI Gym, where the agent needs to finds its way from the top left corner to the bottom right corner.
AnkurMali/IST597_Deep_Learning_2018
IST597-Homeworks
AnkurMali/knn-transformers
PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT
AnkurMali/Locally_connected_2d
Locally_connected_2d
AnkurMali/ngc-learn
NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python
AnkurMali/PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
AnkurMali/pyhgf
PyHGF: A neural network library for predictive coding
AnkurMali/PyTorch_GBW_LM
PyTorch Language Model for Google Billion Word Dataset
AnkurMali/retomaton
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
AnkurMali/RNN2DFA
Extracting minimal DFA's from well-trained RNN's
AnkurMali/saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
AnkurMali/tednet
TedNet: A Pytorch Toolkit for Tensor Decomposition Networks
AnkurMali/tkai.github.io
TKAI Lab website at University of South Florida
AnkurMali/TKAI_Lab
Trustworthy Knowledge driven AI Lab at University of South Florida
AnkurMali/torch_multimodal_bilingual_lstm
AnkurMali/xv6-OS6611