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itharindu's Projects

mlfinlab icon mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

neural_networks icon neural_networks

Neural networks implemented in pytorch as well as on keras and tensorflow

nl-sat icon nl-sat

We probe Transformer-based language models' ability to solve Natural Language Satisfiability problem instances of varying computational complexity

nlp_work icon nlp_work

Script files and notebooks related to nlp

parl icon parl

PARL A high-performance distributed training framework for Reinforcement Learning - USe for ConnectX

parl-1 icon parl-1

PARL A high-performance distributed training framework for Reinforcement Learning

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

reasoning-withing-a-structure icon reasoning-withing-a-structure

Identifying the limits of Transformers in the problem of model-checking with natural language and determine whether they can learn to understand logical semantics of natural language

reinforcement-learning-algorithmns icon reinforcement-learning-algorithmns

Implementation of Reinforcement Learning Algorithms using Pytorch. Value-based methods, Policy based methods as well as Actor-critic methods will be implmented

sinhalasongsearch icon sinhalasongsearch

Sinhala song search app created using elasticsearch and by scraping the web

text2log icon text2log

Character-based seq2seq models (english => predicate logic)

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

transquest icon transquest

Transformer based translation quality estimation

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

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