sushmaakoju
Interested in research towards automata, grammars, first/higher-order logic, proofs in Language after learning on these topics as a hobby since middle school.
University of Arizonavirtual (views my own)
Pinned Repositories
Animal-sound-recognition
Deep learning model for animal sound classification.
basic-theorem-prover
An automated theorem prover for first-order logic.
coalgebras
Coalgebras, bisimulation and lambda-coiteration
demo-ATLS5214
Exploratory self-study to learn about Theorem Provers and Turing Completeness.
markov-logic-networks
Statistics 5000, Fall 2021, Final Project : Markov Logic Networks
nlp-bio-bert
NLP Fall 2021 : BIO tags over biomedical data using BIO-BERT
nlp-final-2021-pcl-semeval2022-task
NLP Fall 2021 : SemEval 2022 Patronizing and Condescending Language Detection (PCL) Task 4
polynomial-equation-parser
A proof-of-concept implementation of polynomial equation parser in Python
reasoning-knowledge-representation
Data Mining Fall 2021: StrategyQA, EntailmentBank, Abstract Meaning Representation (AMR) and Logical Neural Networks (LNNs)
sushmaakoju's Repositories
sushmaakoju/basic-theorem-prover
An automated theorem prover for first-order logic.
sushmaakoju/coalgebras
Coalgebras, bisimulation and lambda-coiteration
sushmaakoju/GloVe
GloVe model for distributed word representation
sushmaakoju/hub
A library for transfer learning by reusing parts of TensorFlow models.
sushmaakoju/learning_to_retrieve_reasoning_paths
Forked : The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".
sushmaakoju/macberth-eval
sushmaakoju/sent2vec
General purpose unsupervised sentence representations
sushmaakoju/strategyqa
The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".
sushmaakoju/word2vec-1
Automatically exported from code.google.com/p/word2vec
sushmaakoju/anthem
š¼ Translate answer set programs to first-order theorem prover language
sushmaakoju/ARC
The Abstraction and Reasoning Corpus
sushmaakoju/ccg2lambda
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
sushmaakoju/CLIP
Contrastive Language-Image Pretraining
sushmaakoju/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
sushmaakoju/DALL-E
PyTorch package for the discrete VAE used for DALLĀ·E.
sushmaakoju/darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
sushmaakoju/datastructures
This is a repository for practicing 15121 course material and problems.
sushmaakoju/deepmath
Experiments towards neural network theorem proving
sushmaakoju/electron-quick-start
Clone to try a simple Electron app
sushmaakoju/fastText
Library for fast text representation and classification.
sushmaakoju/openccg-logic
OpenCCG library for parsing and realization with CCG
sushmaakoju/quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow
sushmaakoju/reasoning
sushmaakoju/regression-api
Flask API for Regression
sushmaakoju/reinforcement-learning
sushmaakoju/self-attentive-parser-fork
High-accuracy NLP parser with models for 11 languages.
sushmaakoju/spotify-tracks-data-analysis
sushmaakoju/stat479-machine-learning-fs19
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
sushmaakoju/text2log
Character-based seq2seq models (english => predicate logic)
sushmaakoju/yolo