The Subtleties of Converting a Model from TensorFlow to PyTorch
Advice and techniques to ensure success- 20911Murphy ≡ DeepGuide
Understand & Implement Masked AutoRegressive Flow with TensorFlow
Flow-Based Models for Density Estimation with TensorFlow- 27752Murphy ≡ DeepGuide
The Ultimate Python and Tensorflow Set-Up Guide for Apple Silicon Macs (M1 & M2)
Installing TensorFlow and Python on ARM Macs was never easier- 22404Murphy ≡ DeepGuide
Chess Recognition Problem: A Deep Dive Solution
An end-to-end solution to solve 2D chess recognition problem.- 21054Murphy ≡ DeepGuide
Storing images in TensorFlow record files
Did you know that TensorFlow has a custom format to store data? It's called TensorFlowRecords - or TFRecords for short -, and builds upon...- 27915Murphy ≡ DeepGuide
Running a Stable Diffusion cluster on GCP with tensorflow-serving (Part 1)
Part1: Setting up the infrastructure using terraform- 30064Murphy ≡ DeepGuide
No More OOM-Exceptions During Hyperparameter Searches in TensorFlow
Use wrapper functions to avoid OOM-exceptions- 28300Murphy ≡ DeepGuide
TensorFlow Decision Forests: A Comprehensive Introduction
Train, tune, evaluate, interpret and serve the tree-based models using TensorFlow- 29621Murphy ≡ DeepGuide
Implement Multi-GPU Training on a single GPU
An Advanced Guide for TensorFlow- 26710Murphy ≡ DeepGuide
Probabilistic View of Principal Component Analysis
Latent Variables, Expectation-Maximization & Variational Inference- 27044Murphy ≡ DeepGuide
Deploying TFLite model on GCP Serverless
Deploying quantized model in a Serverless fashion- 28521Murphy ≡ DeepGuide
Apple M2 Max GPU vs Nvidia V100, P100 and T4
Compare Apple Silicon M2 Max GPU performances to Nvidia V100, P100, and T4 for training MLP, CNN, and LSTM models with TensorFlow.- 26684Murphy ≡ DeepGuide
Recommender Systems From Implicit Feedback Using TensorFlow Recommenders
When customers don't explicitly tell you what they want- 29791Murphy ≡ DeepGuide
Supercharge Training of your Deep Learning Models
Super Convergence with One-Cycle Learning Rates- 26169Murphy ≡ DeepGuide
Memory-Efficient Embeddings
Creating smaller models with a new kind of embedding layer- 25653Murphy ≡ DeepGuide
Apple M2 Max GPU vs Nvidia V100 (Part 2): Big Models and Energy Efficiency
Compare Apple Silicon M2 Max GPU performances and energy efficiency to Nvidia V100 for training CNN big models with TensorFlow- 24601Murphy ≡ DeepGuide
Time Series Forecasting with TensorFlow and Visualization Techniques to Perform Predictions Beyond&#
How to Extend Your Predictions Beyond Validation Period- 25200Murphy ≡ DeepGuide
Understanding Tensors: Learning a Data Structure Through 3 Pesky Errors
What working through TensorFlow errors has taught me about tensors- 26243Murphy ≡ DeepGuide
Mamba: SSM, Theory, and Implementation in Keras and TensorFlow
Understanding how SSMs and Mamba work, along with how to get started with implementing it in Keras and TensorFlow.- 28095Murphy ≡ DeepGuide
Validating Data in a Production Pipeline: The TFX Way
A deep dive into data validation using Tensorflow Data Validation- 22484Murphy ≡ DeepGuide
1 2
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag