Built an NLP pipeline and integrated a neural network model using PyTorch. Utilises Relu activation function with 3 linear layers. Intent is to build on this project to create dynamic NPC's in games.
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Updated
Apr 15, 2023 - Python
Built an NLP pipeline and integrated a neural network model using PyTorch. Utilises Relu activation function with 3 linear layers. Intent is to build on this project to create dynamic NPC's in games.
Quora kaggle competition research.
This repository contains simplified implementations of neural-networks and their applications in PyTorch.
Sentiment analysis using BERT and pytorch on hugging face data set
A Notebook that allows you to check if a document is plagiarize from a known original source document.
chat robot based on dialogue data from zhihu
26th place solution from 3290 teams held on HackerEarth
深度学习与PyTorch入门实战教程 基本的数学理论,线性回归,逻辑回归,梯度及梯度下降,损失函数,多分类问题,BatchNorm,卷积神经网络CNN/ResNet,循环神经网络RNN/LSTM,对抗生成网络GAN/WGAN等等,以及对应的PyTorch的实现方式讲解。通过理论与实践相结合的教学方式,学员可以最大程度理解并掌握算法。
A simple Feed Forward Neural Net AI-chat bot built using concepts of NLP like tokenize, stemming, bag of words
ChatBot utilizing neural networks, NLP techniques, and the Bag of Words model. Implements tokenization and stemming for efficient language processing.
MuskanAi is a personal Digital Assistant which is capable of performing all Automation task whether it is Controlling your Devices, Browsing the Internet and Emotional Understanding..
Learning Repo for PyToch and basic Neural Network
Kaggle competition to predict which Tweets are about real disasters and which ones are not
A recurrent neural network to write scripts which detects user input texts and generates a new movie script.
RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
The repository contains implementation of RNN along with its variants such as LSTM for NLP with examples of generating names, text in shakespear style and addition of two number in binary code.
A quick timeline overview of how Deep Learning has evolved in field of Natural Language Processing.
PyTorch Tutorial
This work brings together the efforts of Narasimhan et al. and Adolphs et al. to tackle the task of building an AI agent that can play efficiently and win simplified text-based games.
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