I need to change the style of the theorem title ( bold and no ponctuation after the title) :
\documentclass[french,a4paper,12pt]{report}
\usepackage{babel}
\usepackage{graphicx}
\usepackage{amsmath,amsfonts,amstext,amssymb}
\usepackage{times}
\usepackage{setspace}
\usepackage{Lettrine}
\usepackage{fancyhdr}
\usepackage{multirow}
\usepackage{pslatex}
\usepackage[T1]{fontenc}
\usepackage[latin1]{inputenc}
\usepackage{array}
\usepackage{enumerate}
\usepackage{color}
\usepackage{version}
\usepackage{newcent}
\usepackage{nestochp}
\usepackage{anysize}
\usepackage{amsthm}
\makeatletter
\g@addto@macro\th@remark{\thm@headpunct{ }}
\makeatother
\theoremstyle{remark}
\newtheorem{Def}{Définition}
\newtheorem*{pre}{Preuve}
\newtheorem{The}{Théorème}
\newtheorem{Lem}{Lemme}
\newtheorem*{Rem}{Remarque}
\newtheorem{pro}{Proposition}
\numberwithin{equation}{chapter}
When I use the code above I got no ponctuation after the theorem's title but the font is not bold.
How can I fix this?

amsthmpackage. (Admittedly, he/she didn't make it easy to notice this since the example also loads quite a few other packages that are irrelevant for the issue at hand!) Your answer will have to be modified in order to give the desired result withamsthm. Incidentally, the use of$$in LaTeX documents is severely deprecated; see, e.g., Why is\[ ... \]preferable to$$ ... $$? – Mico Oct 25 '14 at 22:11