Using torch.randn() and torch.randn_like() to create Random Tensors in PyTorch

Introduction

In this tutorial, we will teach how to use torch.randn() and torch.randn_like() to create PyTorch tensors with random values. Initializing tensors with random values is quite common in Select Category @clarecorthell 3D 3D OBJECT RECONSTRUCTION 3D SHAPE REPRESENTATION ABSTRACTIVE TEXT SUMMARIZATION ACL 2019 Action Recognition Adaptation adaptive neural mt Admin Panels AdMob Ads Advanced ADVERSARIAL ATTACK ADVERSARIAL TRAINING AI AI-Jobs Airplane Ajax Algorithm Algorithms alignments AlphaFold Amazon AMI AMR Analysing Word Translation in Neural MT Transformer Layers Analysis Analytics Analytics Vidhya Analyzer Animation Anime Annotation Annotation Tool annotations Announcement ANOMALY DETECTION Ansible AntiCaptcha Apache Apache Spark API App Apriori Archives Arduino Arrays Art Artificial intelligence ASCII Art ASPECT-BASED SENTIMENT ANALYSIS Assembler Assistant Astronomy Astropy Async Asynchronous Asyncio Attack Attention Attributes Audio Audio and Acoustics Audio Processing augmentation augmenting self-attention with persistent memory Authentication Authorization Autoencoder automatic metrics in MT Automation Automl AUTONOMOUS DRIVING Average Attention Network AWS Back Translation Backdoor Background backtranslated data Backup Badge Balancing Training data for Multilingual Neural MT Bank Banking Based Baseline Bash Bayes Bayesian Beginner Behavior Benchmark Benford BERT BERT in Neural MT Big data Bilingual and Monolingual dictionaries Bilingual Terminology Mining bilingual word embeddings Binance binaries Binary Bindings Bitcoin black-box NMT attack Blender Blockchain Blocks Board Book Boost Bootstrap Bot BPE BreakDown Bridge Browser Burp Extension Business Analytics Business Intelligence Bypass Byte-level subwords Cache cache-based memory network Calculator Calendar Calibre Call Center Camera Captcha Card Career CAUSAL INFERENCE Certificates Challenge Character character-based Neural MT Character-based Neural MT with Transformers Charts Chat CHATBOT Checker Chess chrome Chrome Extension Cipher Cisco Classification Classifiers Clean Code ClickHouse clipboard Clock Cloud Cloud Computing Cloudflare CloudFormation Clubhouse Cluster Clustering CMS CNN Code Codemirror Color combine COMET Command-line Tools Comments Commit Compiler Computation Computer Vision Concurrency Configuration Connector Console Constrained Decoding constrained parameter initialisation Contact Containers Context-aware Context-aware Monolingual Repail for Neural MT Context-aware Neural Machine Translation Context-aware Neural MT Context-aware NMT CONTINUAL LEARNING Contract Contrastive Evaluation of Machine Translation CONTRASTIVE LEARNING Controller conversational AI CONVERSATIONAL RESPONSE SELECTION Conversion Converter COPASI Core ML Countdown Counter Course COVID-19 Cracker Crawler Cropper Cross Language Model Pretraining CROSS-LINGUAL TRANSFER Cross-Platform CROWD COUNTING Cryptocurrency CSS CSV Currency Curve CVE Cyber Security Dash Dashboard Data Data Analysis DATA AUGMENTATION Data Cleaning Data Engineering Data Exploration Data Mining Data platforms and analytics Data Processing Data Science Data Scientists Data Sharing Data structure Data Visualization Database Dataset Datasets Date and Time ddos Debugger decoding Decrypt Deep DEEP ATTENTION Deep Learning Deep Transformer Models DENOISING denoising parallel corpora dependencies Dependency Injection Desktop Detection Developer Tools DevOps Tools Diablo DIALOGUE UNDERSTANDING Dictionary Differentiable DIMENSIONALITY REDUCTION Directory Discord Discord-py dissemination Distributed Distributed Synchronous SGD Django DNS Docker Document Documentation DOM Domain Domain Adaptation for Neural MT Domain Differential Adaptation DOMAIN GENERALIZATION Download Drawing Dropbox Dumper Dungeondraft Duolingo DVC Dynamic E-Commerce Earth Echo State EDGE DETECTION Editor Education EFNMT eink Email Embedded Development Emojis Emulation Encoder Encryption End-to-End Entertainment Environment Error Estimation Metric Estimators of Quality Ethereum Evaluating Human-Machine Parity in Language Translation Evaluation Event Excel Exploit Extractor Eyetracking Face Detection Face recognition FACE SKETCH SYNTHESIS Facebook Fashion FastAPI Feed Fetching FEW-SHOT LEARNING ffmpeg Field File Management Files Filter Finder Firewall Firmware Flag Flappy Bird Flask Fonts Form Formula Forum Fractals Framework Frequency FTP Function Functional Fusion 360 Fuzzing Fuzzy Matches in Neural MT Games Gateway gender bias Generator Genetic Geolocation Geometric Geoscience Gesture Github GitLab Gmail Google Google Earth GPU Grabber Graph GRAPH CLASSIFICATION GRAPH EMBEDDING graph neural networks Graphics Graphics and multimedia GraphQL Graphs & Networks Groovy GUI Guide Hackathon Hacking hacktoberfest HandWiki Handwriting Hardware Hardware and devices Hash hcaptcha HDFS Healthcare Heatmap Helper Highlighting Histogram Home Assistant Hooks Html HTTP human translation Human-computer interaction Human-Machine Parity Humans Hunting hybrid unsupervised MT HYPERPARAMETER OPTIMIZATION Icon identification Image Image Analysis IMAGE CAPTIONING IMAGE CLASSIFICATION Image Processing IMAGE SUPER-RESOLUTION Image To Image image-rotate Images Imitation learning Improving Multilingual Neural MT for unseen Languages improving robustness in Neural MT Incremental Interlingua-based Neural MT InfluxDB Infographic Infographics INFORMATION RETRIEVAL INMT Input Instagram INSTANCE SEGMENTATION integration interlingua NMT Intermediate Interoperability Interpreter Interviews INTRUSION DETECTION IRC Java JavaScript JAX Job Scheduler JS Json Julia Jupyter notebooks JupyterLab JWT Kafka Keras Keyboard Keylogger Knowledge Distillation for Neural Machine Translation KNOWLEDGE GRAPH COMPLETION Kubernetes Labels Lambda Language LANGUAGE MODELLING Language Models Large Language Models Launcher learning Learning Path LED Leetcode Legal-BERT levenshtein Levenshtein Transformer Leveraging Monolingual Data Libraries License line-by-line linear programming linear-regression Linux Listicle Loading Localization LocalVariable Location Log4j Logging Login Lookup Low-Resource Languages low-resource neural machine translation Low-Resource NMT Machine Learning machine translation Machine Translation Summit 2019 Machine Translationese MachineLearning macOS Management System manual evaluation mapping Maps Markdown Markup Tags Matching Math Maths Matplotlib Matrix Matting Meaning Preservation Media MediaPipe Medical, health and genomics Memory Menu Merging Terminology Message Messenger META-LEARNING Metadata Methods METRIC LEARNING metrics microservices MIDI Minecraft Mixed Multi-Head Self-Attention for Neural MT MKDocs MLflow Model Deployment Models Monitor Monitoring mosaic Motion MOTION PLANNING Movies Mozilla MQTT MT automatic evaluation MT evaluation MT Summit 2019 MULTI-ARMED BANDITS Multilingual Denoising Pre-training Multilingual e-disclosure multiprocessing Music Music player napari NATURAL LANGUAGE INFERENCE Natural Language Processing NATURAL LANGUAGE UNDERSTANDING Nearest Neighbor MT Network NETWORK PRUNING Neural end-to-end SLT system Neural Machine Translation (NMT) Neural MT Neural MT with Subword Units Using BPE-Dropout Neural Network Neuron Interaction Based Representation Composition News NLP NMT Noisy Channel Modeling for Neural MT non-autoregressive NMT Non-Autoregressive Translation non-autoregressive translation (NAT) Norm-Based Curriculum Learning NoSQL Notes Notifications Notify Notion Numpy NVIDIA obfuscation Obfuscator OBJECT DETECTION Object Tracking Oblique Observability Obsidian OCR ONNX OpenAI OpenCV Opensea OpenVINO OPTICAL CHARACTER RECOGNITION OPTICAL FLOW ESTIMATION Optimization ORM osint-tool Overcorrection Recovery Package PaddlePaddle Pandas Papers PARAPHRASE GENERATION Paraphrases in Multilingual Neural MT Parser Parsing Password Patch Pattern Matching Patterns PDF PERSIAN SENTIMENT ANALYSIS Phone number Physics Piano pip-tools Pipeline Pivot-based Transfer Learning for Neural Machine Translation between non-English languages Pivoting Planning Plasma Plot Plotting Plover PNG POC Podcast Point Cloud Pokemons Poll Polygonization Pomodoro Portfolio POSE ESTIMATION PostgreSQL Power BI prediction Print processing Profile Building Profiler Programming Programming languages and software engineering Progress Project Prometheus Proof-Of-Concept Protocol Proxy Pycord Pydantic Pygame PyPI PyQt pyqt5 PySpark Pytest Python Pythonic PyTorch QR Codes QT Quantisation of NMT models QUANTIZATION Quantum computing QUESTION ANSWERING QUESTION GENERATION Questions Quiz QUpath R Radio Random Random Numbers Range Rank Ranking Raspberry Pi Raspberrypi Ratelimiter Raytracer Reader READING COMPREHENSION Real Time ReCaptcha Recommend Recommendation RECOMMENDATION SYSTEMS Recorder Reddit Redirect Redis Reference Reinforcement Learning RELATION EXTRACTION Reminder Remote Remove Render Report Representation Bottleneck Requests Research Research & Technology Researchers & Scientists Resource Resources RESTful API RETINAL VESSEL SEGMENTATION Reverse shell Reversing Reviews Risk Robot Robust Robustness in Neural MT Rolling Runtime scalable adaptation for neural mt Scanner Scheduling Schema scikit-learn Scrape Scrapy Scratch Screenshots Scripts SDK Search Search and information retrieval Security Security, privacy, and cryptography Segmentation Selenium SELF-DRIVING CARS Self-Purified Self-Supervised Semantic SEMANTIC PARSING SEMANTIC SEGMENTATION Semantic Similarity Semi-supervised sentence Sentiment Sequence Modeling Sequence-to-Sequence Sequences Server Serverless Settings shared-private bilingual word embeddings Shell Shell Handler Shortener URL Signature Verification Simulation Simulator single bridge language Sketch Skilltest Slack Slash Slots SmartGrid SMS Snake Sniper Social Media Sockets Solution Solvers Sort Sound Processing Spark Spectral Indices Speech Speech Recognitio SPEECH RECOGNITION Speech To Text Sphinx Split Spoofer Sport Sports Spotify SQL SQLAlchemy SQLite Square SSH StarkNet Starlink Starter State Static Site Generator Statistics Steam Stock Storage Stream Streamlit Strings Structure Structured Data Students StyleGAN Sub-word Units Sublime Text Sudoku SUPER RESOLUTION Super-Resolution Supervised SVG Swift Switch synchronous bidirectional NMT Synthesis Systems and networking Tableau tables Tag Tagged Back-Translation Target Conditioned Sampling target lemma annotations Task taskbar Teachers Technique Telecom Telegram Tello Template tensorflow Terminal Terminology Terminology Constraints Tesla Testing Text TEXT CLASSIFICATION TEXT GENERATION Text Processing Text-to-Image Text-to-Speech The Neural MT Weekly Tic-Tac-Toe Tiktok Time TIME SERIES Timer Timezones Tkinter Todo tokenisation Tokens Tool Toolbox Toolkit Topic Modeling TOPIC MODELS Tracing Tracker Tracking Trading Traffic Transaction TRANSFER LEARNING Transformer Translating Translationese Translation Tree TUI Tutorial Tweet Twitch Twitter Types TypeScript Uncategorized Unstructured Data Unsupervised Unsupervised Adaptation of NMT with Iterative Back-Translation Unsupervised Neural MT Upload URL Ursina Use Cases Userbot Utility Validation Valorant Various Verification Video VIDEO CLASSIFICATION Videos Visual Recognition Visual Studio Visualization Voice VPN VSCode Vscode Extension vulnerability Wallet Watermark We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.OkPrivacy policy Weather Web Web Crawling & Web Scraping WebAssembly Webcam Webhooks WebRTC Website Websocket WhatsApp WiFi Wiki Wikipedia Windows Winners Approach Word Word Alignment from Neural MT Word Embeddings Wordle Workflow Wrapper XML Yelp YOLO YouTube