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Tensor Standard NumPy like indexing Joining Tensor Multiplying Tensors 👉🏼 In-place operations Bridge with NumPy NumPy array to Tensor AutoGrad Training a NN Forward Propagation Backward Propagation Adjusts the parameters proportionate to the error Reference: Optimize using gradient descent 3Blue1Brown Single Training Step in PyTorch Differentiation in Autograd Tensor everything is tensor computation happens in compiled c++ code over 300 mathematical operations default float32 seed is used to generate replicable data ...

A quick reference to basic YAML syntax Lists All members of a list are lines beginning at the same indentation level starting with a “- " (a dash and a space) # a list of models - logreg - randomforest - xgboost - mlp Dictionary key: value (colon followed by a space) rohan: name: Rohan Singh job: Data Scientist III skill: Elite Complicated Data Structures # a list of dictionaries - rohan: name: Rohan Singh job: Geneticist skill: Beginner - emmanuelle: name: Emmanuelle Charpentier job: Professor and Researcher skill: Elite Flow Connections It can be used to represent abbreviated data structures ...

Target Users If you use python and like having an organized computer - this article is for you 👋🏽 The data 💿 in your mac 💻 is spread around into downloads, desktop, etc.There is a python 🐍 tool organize-tool which can help you declutter and organize all your data with a simple YAML configuration. The best part is that - you can also have python code in actions. Thanks 😄 to tfeldmann for this awesome 😎 tool ...

Created an app to to zero shot classification using huggingface 🤗 library. In this app, I created a simple streamlit app to try out the zero-shot-classification pipeline provided by HuggingFace. Please take a look at the code here https://github.com/ygivenx/zero-shot-classifier-app Or try it yourself by running Make sure your docker memory is set to over 6GB. docker pull ygivenx/zero-shot-app docker run -it -p 8501:8501 ygivenx/zero-shot-app

Several times, you realize that you need to see folder with a lot of data in it. I have used this command several times and find it really useful to see all the large folders lying around in the current dir.

Update Feb 2024 with Mac OS Sonoma on M3 Pro. I, recently, changed jobs and got a brand new mac. Now, I am a data scientist and I wanted my new mac to be familiar. In this post, I wanted to show what I installed on my new mac to make it somewhat efficient from the get-go. I Hope, this post will help you get started, quickly :) ...