Awesome Open Source
Awesome Open Source

The Top 545 Python Python3 Tkinter Open Source Projects on Github

Categories > User Interface > Tkinter
Pybot can change the way learners try to learn python programming language in a more interactive way. This chatbot will try to solve or provide answer to almost every python related issues or queries that the user is asking for. We are implementing NLP for improving the efficiency of the chatbot. We will include voice feature for more interactivity to the user. By utilizing NLP, developers can organize and structure knowledge to perform tasks such as automatic summarization, translation, named entity recognition, relationship extraction, sentiment analysis, speech recognition, and topic segmentation. NLTK has been called “a wonderful tool for teaching and working in, computational linguistics using Python,” and “an amazing library to play with natural language.The main issue with text data is that it is all in text format (strings). However, the Machine learning algorithms need some sort of numerical feature vector in order to perform the task. So before we start with any NLP project we need to pre-process it to make it ideal for working. Converting the entire text into uppercase or lowercase, so that the algorithm does not treat the same words in different cases as different Tokenization is just the term used to describe the process of converting the normal text strings into a list of tokens i.e words that we actually want. Sentence tokenizer can be used to find the list of sentences and Word tokenizer can be used to find the list of words in strings.Removing Noise i.e everything that isn’t in a standard number or letter.Removing Stop words. Sometimes, some extremely common words which would appear to be of little value in helping select documents matching a user need are excluded from the vocabulary entirely. These words are called stop words.Stemming is the process of reducing inflected (or sometimes derived) words to their stem, base or root form — generally a written word form. Example if we were to stem the following words: “Stems”, “Stemming”, “Stemmed”, “and Stemtization”, the result would be a single word “stem”. A slight variant of stemming is lemmatization. The major difference between these is, that, stemming can often create non-existent words, whereas lemmas are actual words. So, your root stem, meaning the word you end up with, is not something you can just look up in a dictionary, but you can look up a lemma. Examples of Lemmatization are that “run” is a base form for words like “running” or “ran” or that the word “better” and “good” are in the same lemma so they are considered the same.
1-100 of 545 projects

Related Projects

Python Python3 Projects (28,842)
Python Machine Learning Projects (15,935)
Python Deep Learning Projects (13,270)
Python Jupyter Notebook Projects (11,030)
Python Django Projects (10,825)
Python Pytorch Projects (8,523)
Python Tensorflow Projects (8,444)
Python Flask Projects (8,333)
Javascript Python Projects (6,101)
Python Hacktoberfest Projects (6,029)
Python Docker Projects (5,491)
Python Data Science Projects (4,478)
Python Nlp Projects (4,425)
Python Computer Vision Projects (4,368)
Python Neural Network Projects (4,360)
Python Api Projects (4,287)
Python Keras Projects (3,711)
Python Discord Projects (3,211)
Python Jupyter Notebook Machine Learning Projects (3,020)
Python Linux Projects (2,982)
Python Deep Learning Pytorch Projects (2,974)
Python Pandas Projects (2,935)
Python Raspberry Pi Projects (2,851)
Python Algorithms Projects (2,851)
Python Cli Projects (2,847)
Python Numpy Projects (2,722)
Python Deep Learning Tensorflow Projects (2,673)
Python Artificial Intelligence Projects (2,625)
Python Java Projects (2,605)
Python Natural Language Processing Projects (2,522)
Python Css Projects (2,510)
Python Aws Projects (2,430)
Python Telegram Projects (2,115)
Python Machine Learning Data Science Projects (2,053)
Python Security Projects (1,971)
Python C Plus Plus Projects (1,955)
Python Ai Projects (1,912)
Python Machine Learning Tensorflow Projects (1,902)
Python Deep Learning Neural Network Projects (1,832)
Python Deep Learning Computer Vision Projects (1,784)
Python Selenium Projects (1,781)
Python Matplotlib Projects (1,724)
Python Data Analysis Projects (1,722)
Python Machine Learning Neural Network Projects (1,720)
Python Tensorflow Keras Projects (1,669)
Python Database Projects (1,625)
Python Asyncio Projects (1,613)
Python Postgresql Projects (1,610)
Python Object Detection Projects (1,600)
Python Jupyter Notebook Data Science Projects (1,598)
Python Shell Projects (1,595)
Python Json Projects (1,579)
Python Deep Neural Networks Projects (1,573)
Python Visualization Projects (1,546)
Python Gui Projects (1,525)
Python Reactjs Projects (1,511)
Python Rest Api Projects (1,463)
Python Data Visualization Projects (1,461)
Python Crawler Projects (1,455)
Python Deep Learning Keras Projects (1,444)
Python Ansible Projects (1,437)
Python Scikit Learn Projects (1,429)
Python Jupyter Notebook Deep Learning Projects (1,371)
Python Sql Projects (1,368)
Python Mysql Projects (1,357)
Python Tutorial Projects (1,329)
Python Machine Learning Pytorch Projects (1,302)
Python Data Structures Projects (1,278)
Python Windows Projects (1,273)
Python Jupyter Notebook Pandas Projects (1,206)
Python Tool Projects (1,193)
Python Git Projects (1,178)
Python Iot Projects (1,176)
Python Lstm Projects (1,147)
Python Machine Learning Algorithms Projects (1,121)
Python Kubernetes Projects (1,121)
Python Requests Projects (1,105)
Python Github Projects (1,084)
Python Android Projects (1,081)
Python Web Projects (1,077)
Python Jupyter Projects (1,075)
Python Machine Learning Computer Vision Projects (1,063)
Python Statistics Projects (1,043)
Python R Projects (1,029)
Python Hacking Projects (1,026)
Python Hacktoberfest2021 Projects (991)
Python Tensorflow Neural Network Projects (979)
Python Face Recognition Projects (965)
Python Transformer Projects (964)
Python Fastapi Projects (942)
Python Graph Projects (931)
Python Machine Learning Scikit Learn Projects (925)
Python Golang Projects (916)
Python Pandas Numpy Projects (908)
Python Sklearn Projects (906)
Python Testing Projects (867)
Python Machine Learning Deep Projects (14)
Python Machine Learning Deep Tensorflow Projects (5)